Overview

Brought to you by YData

Dataset statistics

	Full Dataset	Simple Random Sample
Number of variables	78	78
Number of observations	1000000	30000
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Total size in memory	595.1 MiB	17.9 MiB
Average record size in memory	624.0 B	624.0 B

Variable types

	Full Dataset	Simple Random Sample
Numeric	40	40
Text	38	38

Alerts

Full Dataset	Simple Random Sample
`customer_id` has unique values	`customer_id` has unique values	Unique
`membership_years` has 99846 (10.0%) zeros	`membership_years` has 2958 (9.9%) zeros	Zeros
`number_of_children` has 199753 (20.0%) zeros	`number_of_children` has 6017 (20.1%) zeros	Zeros
`transaction_hour` has 41756 (4.2%) zeros	`transaction_hour` has 1259 (4.2%) zeros	Zeros
`avg_discount_used` has 10010 (1.0%) zeros	`avg_discount_used` has 302 (1.0%) zeros	Zeros
`in_store_purchases` has 10016 (1.0%) zeros	Alert not present in this dataset	Zeros
`total_returned_items` has 100060 (10.0%) zeros	`total_returned_items` has 3135 (10.4%) zeros	Zeros
`product_stock` has 10174 (1.0%) zeros	`product_stock` has 350 (1.2%) zeros	Zeros
`customer_support_calls` has 49755 (5.0%) zeros	`customer_support_calls` has 1519 (5.1%) zeros	Zeros
`website_visits` has 10111 (1.0%) zeros	Alert not present in this dataset	Zeros
Alert not present in this dataset	`discount_applied` has 308 (1.0%) zeros	Zeros

Reproduction

	Full Dataset	Simple Random Sample
Analysis started	2025-06-06 01:52:54.377034	2025-06-06 01:54:48.463188
Analysis finished	2025-06-06 01:54:48.432565	2025-06-06 01:54:52.061982
Duration	1 minute and 54.06 seconds	3.6 seconds
Software version	ydata-profiling vv4.16.1	ydata-profiling vv4.16.1
Download configuration	config.json	config.json

customer_id
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	1000000	30000
Distinct (%)	100.0%	100.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500000.5	498341.3221

	Full Dataset	Simple Random Sample
Minimum	1	32
Maximum	1000000	999998
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	32
5-th percentile	50000.95	49982.45
Q1	250000.75	247346.5
median	500000.5	497046.5
Q3	750000.25	749722.25
95-th percentile	950000.05	950257.2
Maximum	1000000	999998
Range	999999	999966
Interquartile range (IQR)	499999.5	502375.75

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	288675.2789	289118.6274
Coefficient of variation (CV)	0.5773499805	0.580161858
Kurtosis	-1.2	-1.202680509
Mean	500000.5	498341.3221
Median Absolute Deviation (MAD)	250000	251080
Skewness	-2.511790261 × 10^-15	0.01105143153
Sum	5.000005 × 10¹¹	1.495023966 × 10¹⁰
Variance	8.333341667 × 10¹⁰	8.358958069 × 10¹⁰
Monotonicity	Strictly increasing	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999984	1	< 0.1%
999983	1	< 0.1%
999982	1	< 0.1%
999981	1	< 0.1%
999980	1	< 0.1%
999979	1	< 0.1%
999978	1	< 0.1%
999977	1	< 0.1%
999976	1	< 0.1%
999975	1	< 0.1%
Other values (999990)	999990	> 99.9%

Value	Count	Frequency (%)
547377	1	< 0.1%
283863	1	< 0.1%
1689	1	< 0.1%
298935	1	< 0.1%
587245	1	< 0.1%
920175	1	< 0.1%
847679	1	< 0.1%
363616	1	< 0.1%
548643	1	< 0.1%
399591	1	< 0.1%
Other values (29990)	29990	> 99.9%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
32	1	< 0.1%
79	1	< 0.1%
103	1	< 0.1%
147	1	< 0.1%
186	1	< 0.1%

Value	Count	Frequency (%)
32	1	< 0.1%
79	1	< 0.1%
103	1	< 0.1%
147	1	< 0.1%
186	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

age
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	62	62
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	48.496605	48.52456667

	Full Dataset	Simple Random Sample
Minimum	18	18
Maximum	79	79
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	18	18
5-th percentile	21	21
Q1	33	33
median	49	49
Q3	64	64
95-th percentile	76	76
Maximum	79	79
Range	61	61
Interquartile range (IQR)	31	31

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	17.87438116	17.89329489
Coefficient of variation (CV)	0.3685697414	0.3687471341
Kurtosis	-1.198117884	-1.198360533
Mean	48.496605	48.52456667
Median Absolute Deviation (MAD)	15	15
Skewness	-0.0002769945754	-0.004311892695
Sum	48496605	1455737
Variance	319.493502	320.1700021
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	16423	1.6%
54	16412	1.6%
33	16407	1.6%
36	16363	1.6%
62	16324	1.6%
39	16290	1.6%
34	16284	1.6%
40	16274	1.6%
32	16264	1.6%
19	16248	1.6%
Other values (52)	836711	83.7%

Value	Count	Frequency (%)
58	557	1.9%
65	543	1.8%
19	521	1.7%
43	519	1.7%
77	516	1.7%
33	515	1.7%
52	513	1.7%
22	512	1.7%
42	511	1.7%
74	511	1.7%
Other values (52)	24782	82.6%

Value	Count	Frequency (%)
18	16003	1.6%
19	16248	1.6%
20	16116	1.6%
21	16016	1.6%
22	16211	1.6%

Value	Count	Frequency (%)
18	460	1.5%
19	521	1.7%
20	476	1.6%
21	496	1.7%
22	512	1.7%

Value	Count	Frequency (%)
18	460	< 0.1%
19	521	0.1%
20	476	< 0.1%
21	496	< 0.1%
22	512	0.1%

Value	Count	Frequency (%)
18	16003	53.3%
19	16248	54.2%
20	16116	53.7%
21	16016	53.4%
22	16211	54.0%

gender
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	5	5
Mean length	5.001174	5.000633333
Min length	4	4

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	5001174	150019
Distinct characters	10	10
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Other	Female
2nd row	Female	Other
3rd row	Female	Other
4th row	Female	Other
5th row	Female	Other

Value	Count	Frequency (%)
other	333734	33.4%
female	333720	33.4%
male	332546	33.3%

Value	Count	Frequency (%)
other	10017	33.4%
female	10001	33.3%
male	9982	33.3%

Most occurring characters

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	40001	26.7%
a	19983	13.3%
l	19983	13.3%
O	10017	6.7%
t	10017	6.7%
h	10017	6.7%
r	10017	6.7%
F	10001	6.7%
m	10001	6.7%
M	9982	6.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	150019	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	40001	26.7%
a	19983	13.3%
l	19983	13.3%
O	10017	6.7%
t	10017	6.7%
h	10017	6.7%
r	10017	6.7%
F	10001	6.7%
m	10001	6.7%
M	9982	6.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	150019	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	40001	26.7%
a	19983	13.3%
l	19983	13.3%
O	10017	6.7%
t	10017	6.7%
h	10017	6.7%
r	10017	6.7%
F	10001	6.7%
m	10001	6.7%
M	9982	6.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	150019	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	40001	26.7%
a	19983	13.3%
l	19983	13.3%
O	10017	6.7%
t	10017	6.7%
h	10017	6.7%
r	10017	6.7%
F	10001	6.7%
m	10001	6.7%
M	9982	6.7%

income_bracket
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	4	4
Mean length	4.333713	4.342766667
Min length	3	3

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	4333713	130283
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	High	Medium
2nd row	Medium	Low
3rd row	Low	Medium
4th row	Low	High
5th row	Low	Medium

Value	Count	Frequency (%)
high	333612	33.4%
medium	333367	33.3%
low	333021	33.3%

Value	Count	Frequency (%)
medium	10133	33.8%
low	9983	33.3%
high	9884	32.9%

Most occurring characters

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20017	15.4%
M	10133	7.8%
e	10133	7.8%
d	10133	7.8%
u	10133	7.8%
m	10133	7.8%
L	9983	7.7%
o	9983	7.7%
w	9983	7.7%
H	9884	7.6%
Other values (2)	19768	15.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130283	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20017	15.4%
M	10133	7.8%
e	10133	7.8%
d	10133	7.8%
u	10133	7.8%
m	10133	7.8%
L	9983	7.7%
o	9983	7.7%
w	9983	7.7%
H	9884	7.6%
Other values (2)	19768	15.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130283	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20017	15.4%
M	10133	7.8%
e	10133	7.8%
d	10133	7.8%
u	10133	7.8%
m	10133	7.8%
L	9983	7.7%
o	9983	7.7%
w	9983	7.7%
H	9884	7.6%
Other values (2)	19768	15.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130283	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20017	15.4%
M	10133	7.8%
e	10133	7.8%
d	10133	7.8%
u	10133	7.8%
m	10133	7.8%
L	9983	7.7%
o	9983	7.7%
w	9983	7.7%
H	9884	7.6%
Other values (2)	19768	15.2%

loyalty_program
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	3	3
Median length	2	3
Mean length	2.499712	2.502266667
Min length	2	2

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	2499712	75068
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	No	Yes
2nd row	No	No
3rd row	No	Yes
4th row	No	Yes
5th row	Yes	No

Value	Count	Frequency (%)
no	500288	50.0%
yes	499712	50.0%

Value	Count	Frequency (%)
yes	15068	50.2%
no	14932	49.8%

Most occurring characters

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
Y	15068	20.1%
e	15068	20.1%
s	15068	20.1%
N	14932	19.9%
o	14932	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	75068	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
Y	15068	20.1%
e	15068	20.1%
s	15068	20.1%
N	14932	19.9%
o	14932	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	75068	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
Y	15068	20.1%
e	15068	20.1%
s	15068	20.1%
N	14932	19.9%
o	14932	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	75068	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
Y	15068	20.1%
e	15068	20.1%
s	15068	20.1%
N	14932	19.9%
o	14932	19.9%

membership_years
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	10	10
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4.497453	4.491533333

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	9	9
Zeros	99846	2958
Zeros (%)	10.0%	9.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	0	0
Q1	2	2
median	4	5
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	9	9
Interquartile range (IQR)	5	5

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2.872405571	2.863983542
Coefficient of variation (CV)	0.6386738385	0.6376404959
Kurtosis	-1.22454665	-1.224137652
Mean	4.497453	4.491533333
Median Absolute Deviation (MAD)	3	3
Skewness	0.001590463324	-0.003298623147
Sum	4497453	134746
Variance	8.250713764	8.202401729
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	100686	10.1%
5	100183	10.0%
4	100137	10.0%
9	99977	10.0%
2	99964	10.0%
8	99891	10.0%
6	99865	10.0%
0	99846	10.0%
7	99728	10.0%
3	99723	10.0%

Value	Count	Frequency (%)
1	3096	10.3%
5	3075	10.2%
6	3075	10.2%
8	3030	10.1%
2	3028	10.1%
7	2995	10.0%
4	2977	9.9%
0	2958	9.9%
9	2893	9.6%
3	2873	9.6%

Value	Count	Frequency (%)
0	99846	10.0%
1	100686	10.1%
2	99964	10.0%
3	99723	10.0%
4	100137	10.0%

Value	Count	Frequency (%)
0	2958	9.9%
1	3096	10.3%
2	3028	10.1%
3	2873	9.6%
4	2977	9.9%

Value	Count	Frequency (%)
0	2958	0.3%
1	3096	0.3%
2	3028	0.3%
3	2873	0.3%
4	2977	0.3%

Value	Count	Frequency (%)
0	99846	332.8%
1	100686	335.6%
2	99964	333.2%
3	99723	332.4%
4	100137	333.8%

churned
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	3	3
Median length	2	2
Mean length	2.499729	2.496233333
Min length	2	2

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	2499729	74887
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	No	Yes
2nd row	No	Yes
3rd row	No	No
4th row	No	No
5th row	Yes	No

Value	Count	Frequency (%)
no	500271	50.0%
yes	499729	50.0%

Value	Count	Frequency (%)
no	15113	50.4%
yes	14887	49.6%

Most occurring characters

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15113	20.2%
o	15113	20.2%
Y	14887	19.9%
e	14887	19.9%
s	14887	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74887	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15113	20.2%
o	15113	20.2%
Y	14887	19.9%
e	14887	19.9%
s	14887	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74887	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15113	20.2%
o	15113	20.2%
Y	14887	19.9%
e	14887	19.9%
s	14887	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74887	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15113	20.2%
o	15113	20.2%
Y	14887	19.9%
e	14887	19.9%
s	14887	19.9%

marital_status
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	8	8
Median length	7	7
Mean length	7.000866	6.999766667
Min length	6	6

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	7000866	209993
Distinct characters	14	14
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Divorced	Divorced
2nd row	Married	Single
3rd row	Married	Single
4th row	Divorced	Divorced
5th row	Divorced	Single

Value	Count	Frequency (%)
divorced	333816	33.4%
married	333234	33.3%
single	332950	33.3%

Value	Count	Frequency (%)
married	10103	33.7%
single	9952	33.2%
divorced	9945	33.1%

Most occurring characters

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30151	14.4%
i	30000	14.3%
e	30000	14.3%
d	20048	9.5%
a	10103	4.8%
M	10103	4.8%
S	9952	4.7%
n	9952	4.7%
g	9952	4.7%
l	9952	4.7%
Other values (4)	39780	18.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	209993	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30151	14.4%
i	30000	14.3%
e	30000	14.3%
d	20048	9.5%
a	10103	4.8%
M	10103	4.8%
S	9952	4.7%
n	9952	4.7%
g	9952	4.7%
l	9952	4.7%
Other values (4)	39780	18.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	209993	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30151	14.4%
i	30000	14.3%
e	30000	14.3%
d	20048	9.5%
a	10103	4.8%
M	10103	4.8%
S	9952	4.7%
n	9952	4.7%
g	9952	4.7%
l	9952	4.7%
Other values (4)	39780	18.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	209993	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30151	14.4%
i	30000	14.3%
e	30000	14.3%
d	20048	9.5%
a	10103	4.8%
M	10103	4.8%
S	9952	4.7%
n	9952	4.7%
g	9952	4.7%
l	9952	4.7%
Other values (4)	39780	18.9%

number_of_children
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.000554	1.988633333

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	4	4
Zeros	199753	6017
Zeros (%)	20.0%	20.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	0	0
Q1	1	1
median	2	2
Q3	3	3
95-th percentile	4	4
Maximum	4	4
Range	4	4
Interquartile range (IQR)	2	2

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	1.414214161	1.409410165
Coefficient of variation (CV)	0.7069112661	0.7087330487
Kurtosis	-1.300270709	-1.292392756
Mean	2.000554	1.988633333
Median Absolute Deviation (MAD)	1	1
Skewness	-0.0001223295646	0.009062593281
Sum	2000554	59659
Variance	2.000001693	1.986437013
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	200307	20.0%
4	200157	20.0%
3	200053	20.0%
0	199753	20.0%
2	199730	20.0%

Value	Count	Frequency (%)
1	6055	20.2%
2	6042	20.1%
3	6024	20.1%
0	6017	20.1%
4	5862	19.5%

Value	Count	Frequency (%)
0	199753	20.0%
1	200307	20.0%
2	199730	20.0%
3	200053	20.0%
4	200157	20.0%

Value	Count	Frequency (%)
0	6017	20.1%
1	6055	20.2%
2	6042	20.1%
3	6024	20.1%
4	5862	19.5%

Value	Count	Frequency (%)
0	6017	0.6%
1	6055	0.6%
2	6042	0.6%
3	6024	0.6%
4	5862	0.6%

Value	Count	Frequency (%)
0	199753	665.8%
1	200307	667.7%
2	199730	665.8%
3	200053	666.8%
4	200157	667.2%

education_level
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	11	11
Median length	10	10
Mean length	8.00064	7.961
Min length	3	3

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	8000640	238830
Distinct characters	19	19
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Bachelor's	Master's
2nd row	PhD	High School
3rd row	Bachelor's	High School
4th row	Master's	Master's
5th row	Bachelor's	Master's

Value	Count	Frequency (%)
bachelor's	250360	20.0%
high	250105	20.0%
school	250105	20.0%
phd	250079	20.0%
master's	249456	20.0%

Value	Count	Frequency (%)
phd	7662	20.5%
bachelor's	7494	20.0%
master's	7460	20.0%
high	7384	19.8%
school	7384	19.8%

Most occurring characters

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29924	12.5%
s	22414	9.4%
o	22262	9.3%
'	14954	6.3%
e	14954	6.3%
r	14954	6.3%
a	14954	6.3%
l	14878	6.2%
c	14878	6.2%
D	7662	3.2%
Other values (9)	66996	28.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	238830	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29924	12.5%
s	22414	9.4%
o	22262	9.3%
'	14954	6.3%
e	14954	6.3%
r	14954	6.3%
a	14954	6.3%
l	14878	6.2%
c	14878	6.2%
D	7662	3.2%
Other values (9)	66996	28.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	238830	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29924	12.5%
s	22414	9.4%
o	22262	9.3%
'	14954	6.3%
e	14954	6.3%
r	14954	6.3%
a	14954	6.3%
l	14878	6.2%
c	14878	6.2%
D	7662	3.2%
Other values (9)	66996	28.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	238830	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29924	12.5%
s	22414	9.4%
o	22262	9.3%
'	14954	6.3%
e	14954	6.3%
r	14954	6.3%
a	14954	6.3%
l	14878	6.2%
c	14878	6.2%
D	7662	3.2%
Other values (9)	66996	28.1%

occupation
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	13	13
Median length	10	10
Mean length	9.500854	9.519233333
Min length	7	7

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	9500854	285577
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Self-Employed	Unemployed
2nd row	Unemployed	Employed
3rd row	Self-Employed	Unemployed
4th row	Employed	Employed
5th row	Employed	Retired

Value	Count	Frequency (%)
employed	250857	25.1%
unemployed	250117	25.0%
self-employed	249941	25.0%
retired	249085	24.9%

Value	Count	Frequency (%)
self-employed	7600	25.3%
unemployed	7520	25.1%
retired	7463	24.9%
employed	7417	24.7%

Most occurring characters

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52583	18.4%
l	30137	10.6%
d	30000	10.5%
o	22537	7.9%
p	22537	7.9%
y	22537	7.9%
m	22537	7.9%
E	15017	5.3%
S	7600	2.7%
f	7600	2.7%
Other values (7)	52492	18.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	285577	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52583	18.4%
l	30137	10.6%
d	30000	10.5%
o	22537	7.9%
p	22537	7.9%
y	22537	7.9%
m	22537	7.9%
E	15017	5.3%
S	7600	2.7%
f	7600	2.7%
Other values (7)	52492	18.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	285577	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52583	18.4%
l	30137	10.6%
d	30000	10.5%
o	22537	7.9%
p	22537	7.9%
y	22537	7.9%
m	22537	7.9%
E	15017	5.3%
S	7600	2.7%
f	7600	2.7%
Other values (7)	52492	18.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	285577	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52583	18.4%
l	30137	10.6%
d	30000	10.5%
o	22537	7.9%
p	22537	7.9%
y	22537	7.9%
m	22537	7.9%
E	15017	5.3%
S	7600	2.7%
f	7600	2.7%
Other values (7)	52492	18.4%

transaction_id
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	632576	29552
Distinct (%)	63.3%	98.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499891.7314	499115.5692

	Full Dataset	Simple Random Sample
Minimum	2	11
Maximum	999999	999919
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	2	11
5-th percentile	50200.95	50842.95
Q1	249878.75	251382.5
median	499559.5	498323
Q3	750071.25	748778.5
95-th percentile	950045.2	950143.55
Maximum	999999	999919
Range	999997	999908
Interquartile range (IQR)	500192.5	497396

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	288706.0577	288264.9089
Coefficient of variation (CV)	0.5775371735	0.5775514263
Kurtosis	-1.200114605	-1.191606103
Mean	499891.7314	499115.5692
Median Absolute Deviation (MAD)	250088.5	248147
Skewness	0.002395187253	0.008057397532
Sum	4.998917314 × 10¹¹	1.497346708 × 10¹⁰
Variance	8.335118772 × 10¹⁰	8.309665769 × 10¹⁰
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
115913	9	< 0.1%
504562	8	< 0.1%
344167	8	< 0.1%
2773	8	< 0.1%
239407	8	< 0.1%
620816	8	< 0.1%
273197	8	< 0.1%
254678	7	< 0.1%
798940	7	< 0.1%
335691	7	< 0.1%
Other values (632566)	999922	> 99.9%

Value	Count	Frequency (%)
820606	3	< 0.1%
596759	3	< 0.1%
469458	3	< 0.1%
846917	2	< 0.1%
297836	2	< 0.1%
474299	2	< 0.1%
642262	2	< 0.1%
754632	2	< 0.1%
752631	2	< 0.1%
847080	2	< 0.1%
Other values (29542)	29977	99.9%

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
108	1	< 0.1%
118	1	< 0.1%
144	1	< 0.1%
177	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
108	1	< 0.1%
118	1	< 0.1%
144	1	< 0.1%
177	1	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

transaction_date
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	992231	29989
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	984504	29978 ?
Unique (%)	98.5%	99.9%

Sample

	Full Dataset	Simple Random Sample
1st row	2020-10-11 10:08:52	2021-02-15 08:17:00
2nd row	2021-12-08 01:07:40	2020-11-30 00:39:49
3rd row	2020-02-17 09:40:48	2021-05-27 22:47:43
4th row	2020-08-13 00:43:14	2020-04-03 06:25:01
5th row	2021-07-02 11:59:03	2021-01-10 15:59:11

Value	Count	Frequency (%)
2020-10-05	1509	0.1%
2020-09-06	1467	0.1%
2020-10-04	1464	0.1%
2020-07-26	1463	0.1%
2020-02-26	1458	0.1%
2020-05-03	1455	0.1%
2021-02-27	1453	0.1%
2021-07-30	1451	0.1%
2020-09-07	1451	0.1%
2020-10-09	1447	0.1%
Other values (87119)	1985382	99.3%

Value	Count	Frequency (%)
2020-03-21	61	0.1%
2021-06-29	60	0.1%
2020-11-07	59	0.1%
2021-04-04	58	0.1%
2020-09-29	57	0.1%
2021-04-30	56	0.1%
2021-12-12	56	0.1%
2021-03-05	56	0.1%
2020-05-04	55	0.1%
2020-02-03	55	0.1%
Other values (26147)	59427	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113891	20.0%
2	102464	18.0%
1	73218	12.8%
:	60000	10.5%
-	60000	10.5%
	30000	5.3%
3	26909	4.7%
4	23933	4.2%
5	23922	4.2%
8	13940	2.4%
Other values (3)	41723	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113891	20.0%
2	102464	18.0%
1	73218	12.8%
:	60000	10.5%
-	60000	10.5%
	30000	5.3%
3	26909	4.7%
4	23933	4.2%
5	23922	4.2%
8	13940	2.4%
Other values (3)	41723	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113891	20.0%
2	102464	18.0%
1	73218	12.8%
:	60000	10.5%
-	60000	10.5%
	30000	5.3%
3	26909	4.7%
4	23933	4.2%
5	23922	4.2%
8	13940	2.4%
Other values (3)	41723	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113891	20.0%
2	102464	18.0%
1	73218	12.8%
:	60000	10.5%
-	60000	10.5%
	30000	5.3%
3	26909	4.7%
4	23933	4.2%
5	23922	4.2%
8	13940	2.4%
Other values (3)	41723	7.3%

product_id
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	9999	9502
Distinct (%)	1.0%	31.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4999.564515	4991.183033

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	9999	9999
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	500	499
Q1	2498	2501
median	4999	4963.5
Q3	7498	7474
95-th percentile	9499	9525
Maximum	9999	9999
Range	9998	9998
Interquartile range (IQR)	5000	4973

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2886.798391	2882.154274
Coefficient of variation (CV)	0.5774099689	0.5774491247
Kurtosis	-1.200144352	-1.189994885
Mean	4999.564515	4991.183033
Median Absolute Deviation (MAD)	2500	2485.5
Skewness	0.0002346107222	0.01509355125
Sum	4999564515	149735491
Variance	8333604.95	8306813.258
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4898	145	< 0.1%
51	143	< 0.1%
9593	141	< 0.1%
5427	138	< 0.1%
3923	137	< 0.1%
8365	135	< 0.1%
4541	134	< 0.1%
2590	134	< 0.1%
467	133	< 0.1%
3676	133	< 0.1%
Other values (9989)	998627	99.9%

Value	Count	Frequency (%)
30	11	< 0.1%
3338	11	< 0.1%
1467	11	< 0.1%
1844	11	< 0.1%
3944	10	< 0.1%
2330	10	< 0.1%
4574	10	< 0.1%
374	10	< 0.1%
2391	10	< 0.1%
7730	10	< 0.1%
Other values (9492)	29896	99.7%

Value	Count	Frequency (%)
1	92	< 0.1%
2	107	< 0.1%
3	117	< 0.1%
4	97	< 0.1%
5	92	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
2	6	< 0.1%
3	7	< 0.1%
4	4	< 0.1%
6	2	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
2	6	< 0.1%
3	7	< 0.1%
4	4	< 0.1%
6	2	< 0.1%

Value	Count	Frequency (%)
1	92	0.3%
2	107	0.4%
3	117	0.4%
4	97	0.3%
5	92	0.3%

product_category
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	11	11
Median length	9	9
Mean length	8.196389	8.232533333
Min length	4	4

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	8196389	246976
Distinct characters	18	18
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Electronics	Groceries
2nd row	Groceries	Toys
3rd row	Toys	Toys
4th row	Toys	Clothing
5th row	Clothing	Groceries

Value	Count	Frequency (%)
toys	200669	20.1%
groceries	200214	20.0%
clothing	199778	20.0%
electronics	199756	20.0%
furniture	199583	20.0%

Value	Count	Frequency (%)
electronics	6217	20.7%
clothing	6038	20.1%
groceries	5942	19.8%
furniture	5919	19.7%
toys	5884	19.6%

Most occurring characters

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	29939	12.1%
i	24116	9.8%
o	24081	9.8%
e	24020	9.7%
c	18376	7.4%
t	18174	7.4%
n	18174	7.4%
s	18043	7.3%
l	12255	5.0%
u	11838	4.8%
Other values (8)	47960	19.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246976	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	29939	12.1%
i	24116	9.8%
o	24081	9.8%
e	24020	9.7%
c	18376	7.4%
t	18174	7.4%
n	18174	7.4%
s	18043	7.3%
l	12255	5.0%
u	11838	4.8%
Other values (8)	47960	19.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246976	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	29939	12.1%
i	24116	9.8%
o	24081	9.8%
e	24020	9.7%
c	18376	7.4%
t	18174	7.4%
n	18174	7.4%
s	18043	7.3%
l	12255	5.0%
u	11838	4.8%
Other values (8)	47960	19.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246976	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	29939	12.1%
i	24116	9.8%
o	24081	9.8%
e	24020	9.7%
c	18376	7.4%
t	18174	7.4%
n	18174	7.4%
s	18043	7.3%
l	12255	5.0%
u	11838	4.8%
Other values (8)	47960	19.4%

quantity
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	9	9
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.002649	5.001833333

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	9	9
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	1	1
Q1	3	3
median	5	5
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	8	8
Interquartile range (IQR)	4	4

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2.583751276	2.589437547
Coefficient of variation (CV)	0.516476626	0.517697687
Kurtosis	-1.231080652	-1.236452576
Mean	5.002649	5.001833333
Median Absolute Deviation (MAD)	2	2
Skewness	-0.0003647460673	-0.0001522943516
Sum	5002649	150055
Variance	6.675770659	6.705186812
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
9	111914	11.2%
3	111422	11.1%
7	111274	11.1%
1	111150	11.1%
4	111104	11.1%
6	111098	11.1%
2	110782	11.1%
8	110747	11.1%
5	110509	11.1%

Value	Count	Frequency (%)
9	3381	11.3%
2	3358	11.2%
1	3353	11.2%
7	3331	11.1%
8	3327	11.1%
3	3325	11.1%
6	3320	11.1%
5	3309	11.0%
4	3296	11.0%

Value	Count	Frequency (%)
1	111150	11.1%
2	110782	11.1%
3	111422	11.1%
4	111104	11.1%
5	110509	11.1%

Value	Count	Frequency (%)
1	3353	11.2%
2	3358	11.2%
3	3325	11.1%
4	3296	11.0%
5	3309	11.0%

Value	Count	Frequency (%)
1	3353	0.3%
2	3358	0.3%
3	3325	0.3%
4	3296	0.3%
5	3309	0.3%

Value	Count	Frequency (%)
1	111150	370.5%
2	110782	369.3%
3	111422	371.4%
4	111104	370.3%
5	110509	368.4%

unit_price
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	99896	25897
Distinct (%)	10.0%	86.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500.2613169	498.339276

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	1000	999.99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	50.72	50.998
Q1	250.31	247.0425
median	500.41	497
Q3	750.16	750.3625
95-th percentile	949.91	949.8905
Maximum	1000	999.99
Range	999	998.99
Interquartile range (IQR)	499.85	503.32

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	288.4628596	288.7142285
Coefficient of variation (CV)	0.5766243559	0.579352747
Kurtosis	-1.20144233	-1.209366086
Mean	500.2613169	498.339276
Median Absolute Deviation (MAD)	249.93	251.795
Skewness	-1.097330655 × 10^-5	0.01338979576
Sum	500261316.9	14950178.28
Variance	83210.82139	83355.90573
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
226.51	28	< 0.1%
450.02	26	< 0.1%
591.8	25	< 0.1%
921.47	25	< 0.1%
354.83	25	< 0.1%
49.69	25	< 0.1%
111.41	24	< 0.1%
954.1	24	< 0.1%
619.19	24	< 0.1%
845.21	24	< 0.1%
Other values (99886)	999750	> 99.9%

Value	Count	Frequency (%)
680.14	4	< 0.1%
236.54	4	< 0.1%
837.2	4	< 0.1%
677.76	4	< 0.1%
108.44	4	< 0.1%
800.72	4	< 0.1%
732.05	4	< 0.1%
926.62	4	< 0.1%
472.22	4	< 0.1%
410.82	4	< 0.1%
Other values (25887)	29960	99.9%

Value	Count	Frequency (%)
1	7	< 0.1%
1.01	9	< 0.1%
1.02	11	< 0.1%
1.03	8	< 0.1%
1.04	17	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
1.02	1	< 0.1%
1.04	1	< 0.1%
1.11	1	< 0.1%
1.12	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
1.02	1	< 0.1%
1.04	1	< 0.1%
1.11	1	< 0.1%
1.12	1	< 0.1%

Value	Count	Frequency (%)
1	7	< 0.1%
1.01	9	< 0.1%
1.02	11	< 0.1%
1.03	8	< 0.1%
1.04	17	0.1%

discount_applied
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.24991049	0.248603

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	9967	308
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	0.03	0.02
Q1	0.13	0.12
median	0.25	0.25
Q3	0.37	0.37
95-th percentile	0.47	0.47
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.24	0.25

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	0.1443279083	0.1445862207
Coefficient of variation (CV)	0.5775184079	0.5815948349
Kurtosis	-1.19713108	-1.197719107
Mean	0.24991049	0.248603
Median Absolute Deviation (MAD)	0.12	0.13
Skewness	0.0002640976336	0.00580058458
Sum	249910.49	7458.09
Variance	0.02083054512	0.02090517523
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.19	20302	2.0%
0.06	20213	2.0%
0.34	20211	2.0%
0.03	20207	2.0%
0.05	20207	2.0%
0.21	20199	2.0%
0.29	20155	2.0%
0.07	20153	2.0%
0.43	20145	2.0%
0.18	20111	2.0%
Other values (41)	798097	79.8%

Value	Count	Frequency (%)
0.01	647	2.2%
0.2	637	2.1%
0.1	633	2.1%
0.3	630	2.1%
0.05	630	2.1%
0.4	628	2.1%
0.37	627	2.1%
0.19	627	2.1%
0.35	625	2.1%
0.25	624	2.1%
Other values (41)	23692	79.0%

Value	Count	Frequency (%)
0	9967	1.0%
0.01	20018	2.0%
0.02	19788	2.0%
0.03	20207	2.0%
0.04	19947	2.0%

Value	Count	Frequency (%)
0	308	1.0%
0.01	647	2.2%
0.02	606	2.0%
0.03	622	2.1%
0.04	606	2.0%

Value	Count	Frequency (%)
0	308	< 0.1%
0.01	647	0.1%
0.02	606	0.1%
0.03	622	0.1%
0.04	606	0.1%

Value	Count	Frequency (%)
0	9967	33.2%
0.01	20018	66.7%
0.02	19788	66.0%
0.03	20207	67.4%
0.04	19947	66.5%

payment_method
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	14	14
Median length	11	11
Mean length	9.751935	9.792266667
Min length	4	4

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	9751935	293768
Distinct characters	19	19
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Credit Card	Cash
2nd row	Credit Card	Cash
3rd row	Debit Card	Mobile Payment
4th row	Credit Card	Debit Card
5th row	Mobile Payment	Cash

Value	Count	Frequency (%)
card	500200	28.6%
credit	250435	14.3%
mobile	250030	14.3%
payment	250030	14.3%
cash	249770	14.3%
debit	249765	14.3%

Value	Count	Frequency (%)
card	15023	28.5%
mobile	7607	14.5%
payment	7607	14.5%
credit	7560	14.4%
debit	7463	14.2%
cash	7370	14.0%

Most occurring characters

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30237	10.3%
a	30000	10.2%
C	29953	10.2%
t	22630	7.7%
i	22630	7.7%
	22630	7.7%
d	22583	7.7%
r	22583	7.7%
b	15070	5.1%
o	7607	2.6%
Other values (9)	67845	23.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	293768	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30237	10.3%
a	30000	10.2%
C	29953	10.2%
t	22630	7.7%
i	22630	7.7%
	22630	7.7%
d	22583	7.7%
r	22583	7.7%
b	15070	5.1%
o	7607	2.6%
Other values (9)	67845	23.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	293768	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30237	10.3%
a	30000	10.2%
C	29953	10.2%
t	22630	7.7%
i	22630	7.7%
	22630	7.7%
d	22583	7.7%
r	22583	7.7%
b	15070	5.1%
o	7607	2.6%
Other values (9)	67845	23.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	293768	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30237	10.3%
a	30000	10.2%
C	29953	10.2%
t	22630	7.7%
i	22630	7.7%
	22630	7.7%
d	22583	7.7%
r	22583	7.7%
b	15070	5.1%
o	7607	2.6%
Other values (9)	67845	23.1%

store_location
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	10	10
Median length	10	10
Mean length	10	10
Min length	10	10

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	10000000	300000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Location A	Location D
2nd row	Location C	Location D
3rd row	Location A	Location A
4th row	Location A	Location A
5th row	Location C	Location A

Value	Count	Frequency (%)
location	1000000	50.0%
c	250336	12.5%
b	250280	12.5%
a	250150	12.5%
d	249234	12.5%

Value	Count	Frequency (%)
location	30000	50.0%
d	7539	12.6%
c	7496	12.5%
a	7491	12.5%
b	7474	12.5%

Most occurring characters

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
D	7539	2.5%
C	7496	2.5%
Other values (2)	14965	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
D	7539	2.5%
C	7496	2.5%
Other values (2)	14965	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
D	7539	2.5%
C	7496	2.5%
Other values (2)	14965	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
D	7539	2.5%
C	7496	2.5%
Other values (2)	14965	5.0%

transaction_hour
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	24	24
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	11.505193	11.47983333

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	23	23
Zeros	41756	1259
Zeros (%)	4.2%	4.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	1	1
Q1	5	6
median	12	11
Q3	18	17
95-th percentile	22	22
Maximum	23	23
Range	23	23
Interquartile range (IQR)	13	11

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	6.924459761	6.909875893
Coefficient of variation (CV)	0.6018551589	0.6019143042
Kurtosis	-1.205305317	-1.199746514
Mean	11.505193	11.47983333
Median Absolute Deviation (MAD)	6	6
Skewness	-0.001531297707	0.006555929836
Sum	11505193	344395
Variance	47.94814298	47.74638485
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
5	42166	4.2%
14	42161	4.2%
18	41872	4.2%
20	41812	4.2%
3	41780	4.2%
21	41778	4.2%
4	41756	4.2%
0	41756	4.2%
23	41750	4.2%
19	41707	4.2%
Other values (14)	581462	58.1%

Value	Count	Frequency (%)
7	1296	4.3%
8	1294	4.3%
11	1289	4.3%
20	1279	4.3%
16	1279	4.3%
3	1273	4.2%
10	1270	4.2%
14	1269	4.2%
5	1266	4.2%
15	1260	4.2%
Other values (14)	17225	57.4%

Value	Count	Frequency (%)
0	41756	4.2%
1	41637	4.2%
2	41388	4.1%
3	41780	4.2%
4	41756	4.2%

Value	Count	Frequency (%)
0	1259	4.2%
1	1232	4.1%
2	1236	4.1%
3	1273	4.2%
4	1195	4.0%

Value	Count	Frequency (%)
0	1259	0.1%
1	1232	0.1%
2	1236	0.1%
3	1273	0.1%
4	1195	0.1%

Value	Count	Frequency (%)
0	41756	139.2%
1	41637	138.8%
2	41388	138.0%
3	41780	139.3%
4	41756	139.2%

day_of_week
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	7	7
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	9	9
Median length	8	8
Mean length	7.141075	7.140866667
Min length	6	6

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	7141075	214226
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Wednesday	Saturday
2nd row	Friday	Saturday
3rd row	Saturday	Saturday
4th row	Friday	Tuesday
5th row	Monday	Tuesday

Value	Count	Frequency (%)
tuesday	143452	14.3%
friday	143067	14.3%
thursday	142930	14.3%
sunday	142875	14.3%
monday	142855	14.3%
saturday	142700	14.3%
wednesday	142121	14.2%

Value	Count	Frequency (%)
saturday	4415	14.7%
tuesday	4359	14.5%
monday	4305	14.3%
thursday	4283	14.3%
friday	4263	14.2%
sunday	4218	14.1%
wednesday	4157	13.9%

Most occurring characters

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34415	16.1%
d	34157	15.9%
y	30000	14.0%
u	17275	8.1%
r	12961	6.1%
s	12799	6.0%
n	12680	5.9%
e	12673	5.9%
T	8642	4.0%
S	8633	4.0%
Other values (7)	29991	14.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214226	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34415	16.1%
d	34157	15.9%
y	30000	14.0%
u	17275	8.1%
r	12961	6.1%
s	12799	6.0%
n	12680	5.9%
e	12673	5.9%
T	8642	4.0%
S	8633	4.0%
Other values (7)	29991	14.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214226	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34415	16.1%
d	34157	15.9%
y	30000	14.0%
u	17275	8.1%
r	12961	6.1%
s	12799	6.0%
n	12680	5.9%
e	12673	5.9%
T	8642	4.0%
S	8633	4.0%
Other values (7)	29991	14.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214226	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34415	16.1%
d	34157	15.9%
y	30000	14.0%
u	17275	8.1%
r	12961	6.1%
s	12799	6.0%
n	12680	5.9%
e	12673	5.9%
T	8642	4.0%
S	8633	4.0%
Other values (7)	29991	14.0%

week_of_year
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	52	52
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	26.503691	26.35216667

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	52	52
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	3	3
Q1	14	13
median	27	26
Q3	39	39
95-th percentile	50	50
Maximum	52	52
Range	51	51
Interquartile range (IQR)	25	26

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	15.00516516	15.00926118
Coefficient of variation (CV)	0.566153792	0.5695645968
Kurtosis	-1.199199248	-1.202720439
Mean	26.503691	26.35216667
Median Absolute Deviation (MAD)	13	13
Skewness	-0.0005909978351	0.01246505008
Sum	26503691	790565
Variance	225.1549815	225.2779212
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	19588	2.0%
19	19507	2.0%
51	19447	1.9%
26	19425	1.9%
1	19399	1.9%
25	19386	1.9%
21	19371	1.9%
44	19356	1.9%
16	19348	1.9%
9	19340	1.9%
Other values (42)	805833	80.6%

Value	Count	Frequency (%)
27	630	2.1%
6	623	2.1%
41	618	2.1%
26	613	2.0%
18	608	2.0%
51	602	2.0%
13	601	2.0%
15	600	2.0%
43	599	2.0%
8	598	2.0%
Other values (42)	23908	79.7%

Value	Count	Frequency (%)
1	19399	1.9%
2	19179	1.9%
3	19150	1.9%
4	19137	1.9%
5	19328	1.9%

Value	Count	Frequency (%)
1	586	2.0%
2	563	1.9%
3	596	2.0%
4	586	2.0%
5	586	2.0%

Value	Count	Frequency (%)
1	586	0.1%
2	563	0.1%
3	596	0.1%
4	586	0.1%
5	586	0.1%

Value	Count	Frequency (%)
1	19399	64.7%
2	19179	63.9%
3	19150	63.8%
4	19137	63.8%
5	19328	64.4%

month_of_year
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	12	12
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	6.497467	6.491633333

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	12	12
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	1	1
Q1	3	3
median	7	6
Q3	10	10
95-th percentile	12	12
Maximum	12	12
Range	11	11
Interquartile range (IQR)	7	7

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	3.455211936	3.467794331
Coefficient of variation (CV)	0.531778297	0.5341944242
Kurtosis	-1.21903855	-1.231347126
Mean	6.497467	6.491633333
Median Absolute Deviation (MAD)	3	3
Skewness	0.0003820436436	0.0001544758843
Sum	6497467	194749
Variance	11.93848952	12.02559752
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	83951	8.4%
11	83645	8.4%
1	83624	8.4%
7	83475	8.3%
12	83353	8.3%
9	83328	8.3%
3	83244	8.3%
5	83135	8.3%
10	83113	8.3%
8	83093	8.3%
Other values (2)	166039	16.6%

Value	Count	Frequency (%)
2	2596	8.7%
10	2559	8.5%
8	2540	8.5%
3	2525	8.4%
12	2521	8.4%
1	2519	8.4%
9	2480	8.3%
4	2477	8.3%
6	2476	8.3%
11	2474	8.2%
Other values (2)	4833	16.1%

Value	Count	Frequency (%)
1	83624	8.4%
2	83951	8.4%
3	83244	8.3%
4	83091	8.3%
5	83135	8.3%

Value	Count	Frequency (%)
1	2519	8.4%
2	2596	8.7%
3	2525	8.4%
4	2477	8.3%
5	2414	8.0%

Value	Count	Frequency (%)
1	2519	0.3%
2	2596	0.3%
3	2525	0.3%
4	2477	0.2%
5	2414	0.2%

Value	Count	Frequency (%)
1	83624	278.7%
2	83951	279.8%
3	83244	277.5%
4	83091	277.0%
5	83135	277.1%

avg_purchase_value
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	49001	22484
Distinct (%)	4.9%	74.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	254.8864443	254.2088407

	Full Dataset	Simple Random Sample
Minimum	10	10
Maximum	500	499.96
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	10	10
5-th percentile	34.4	33.5685
Q1	132.22	131.6775
median	254.93	253.515
Q3	377.35	378.2525
95-th percentile	475.56	475.3905
Maximum	500	499.96
Range	490	489.96
Interquartile range (IQR)	245.13	246.575

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	141.4949233	141.7735923
Coefficient of variation (CV)	0.5551292604	0.5577051998
Kurtosis	-1.200170422	-1.204034232
Mean	254.8864443	254.2088407
Median Absolute Deviation (MAD)	122.57	123.37
Skewness	0.0003762833586	0.008232581978
Sum	254886444.3	7626265.22
Variance	20020.81333	20099.75147
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.54	41	< 0.1%
482.75	41	< 0.1%
372.04	40	< 0.1%
397.45	39	< 0.1%
246.87	39	< 0.1%
60.53	38	< 0.1%
278.34	38	< 0.1%
315.26	38	< 0.1%
165.81	38	< 0.1%
492.47	38	< 0.1%
Other values (48991)	999610	> 99.9%

Value	Count	Frequency (%)
151.48	6	< 0.1%
68.49	6	< 0.1%
497.15	5	< 0.1%
217.3	5	< 0.1%
97.73	5	< 0.1%
271.98	5	< 0.1%
309.43	5	< 0.1%
69	5	< 0.1%
41.4	5	< 0.1%
496.99	5	< 0.1%
Other values (22474)	29948	99.8%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	23	< 0.1%
10.02	29	< 0.1%
10.03	17	< 0.1%
10.04	21	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.03	2	< 0.1%
10.05	2	< 0.1%
10.08	2	< 0.1%
10.1	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.03	2	< 0.1%
10.05	2	< 0.1%
10.08	2	< 0.1%
10.1	1	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	23	0.1%
10.02	29	0.1%
10.03	17	0.1%
10.04	21	0.1%

purchase_frequency
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	7	7
Median length	6	6
Mean length	6.000399	5.999766667
Min length	5	5

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	6000399	179993
Distinct characters	15	15
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Weekly	Weekly
2nd row	Daily	Monthly
3rd row	Weekly	Weekly
4th row	Weekly	Weekly
5th row	Yearly	Daily

Value	Count	Frequency (%)
yearly	250767	25.1%
monthly	249932	25.0%
weekly	249768	25.0%
daily	249533	25.0%

Value	Count	Frequency (%)
yearly	7524	25.1%
weekly	7519	25.1%
daily	7482	24.9%
monthly	7475	24.9%

Most occurring characters

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22562	12.5%
a	15006	8.3%
Y	7524	4.2%
r	7524	4.2%
W	7519	4.2%
k	7519	4.2%
D	7482	4.2%
i	7482	4.2%
Other values (5)	37375	20.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179993	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22562	12.5%
a	15006	8.3%
Y	7524	4.2%
r	7524	4.2%
W	7519	4.2%
k	7519	4.2%
D	7482	4.2%
i	7482	4.2%
Other values (5)	37375	20.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179993	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22562	12.5%
a	15006	8.3%
Y	7524	4.2%
r	7524	4.2%
W	7519	4.2%
k	7519	4.2%
D	7482	4.2%
i	7482	4.2%
Other values (5)	37375	20.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179993	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22562	12.5%
a	15006	8.3%
Y	7524	4.2%
r	7524	4.2%
W	7519	4.2%
k	7519	4.2%
D	7482	4.2%
i	7482	4.2%
Other values (5)	37375	20.8%

last_purchase_date
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	984242	29984
Distinct (%)	98.4%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	968656	29968 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Simple Random Sample
1st row	2021-09-11 04:22:38	2021-03-22 06:11:14
2nd row	2021-05-16 12:01:16	2021-05-25 01:33:35
3rd row	2021-02-07 16:47:48	2021-04-08 07:24:34
4th row	2021-12-30 23:48:26	2021-05-01 08:25:43
5th row	2021-11-02 11:48:25	2021-10-17 16:57:36

Value	Count	Frequency (%)
2021-01-02	2870	0.1%
2021-05-14	2866	0.1%
2021-12-25	2860	0.1%
2021-01-17	2860	0.1%
2021-10-17	2856	0.1%
2021-01-26	2856	0.1%
2021-08-16	2854	0.1%
2021-05-05	2852	0.1%
2021-10-16	2850	0.1%
2021-09-17	2849	0.1%
Other values (86754)	1971427	98.6%

Value	Count	Frequency (%)
2021-12-30	108	0.2%
2021-06-20	104	0.2%
2021-06-01	104	0.2%
2021-12-16	102	0.2%
2021-09-10	102	0.2%
2021-07-01	101	0.2%
2021-12-29	101	0.2%
2021-10-17	100	0.2%
2021-06-15	100	0.2%
2021-01-25	100	0.2%
Other values (25753)	58978	98.3%

Most occurring characters

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102714	18.0%
0	98606	17.3%
1	88392	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26635	4.7%
5	24202	4.2%
4	23836	4.2%
7	13969	2.5%
Other values (3)	41646	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102714	18.0%
0	98606	17.3%
1	88392	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26635	4.7%
5	24202	4.2%
4	23836	4.2%
7	13969	2.5%
Other values (3)	41646	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102714	18.0%
0	98606	17.3%
1	88392	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26635	4.7%
5	24202	4.2%
4	23836	4.2%
7	13969	2.5%
Other values (3)	41646	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102714	18.0%
0	98606	17.3%
1	88392	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26635	4.7%
5	24202	4.2%
4	23836	4.2%
7	13969	2.5%
Other values (3)	41646	7.3%

avg_discount_used
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.25001009	0.251375

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	10010	302
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	0.03	0.03
Q1	0.13	0.13
median	0.25	0.25
Q3	0.38	0.38
95-th percentile	0.47	0.48
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.25	0.25

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	0.1443825628	0.1443910004
Coefficient of variation (CV)	0.5775069431	0.5744047754
Kurtosis	-1.19810725	-1.197196779
Mean	0.25001009	0.251375
Median Absolute Deviation (MAD)	0.12	0.13
Skewness	0.0002818589406	-0.01244620285
Sum	250010.09	7541.25
Variance	0.02084632444	0.020848761
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.39	20194	2.0%
0.15	20188	2.0%
0.08	20140	2.0%
0.21	20138	2.0%
0.34	20131	2.0%
0.47	20125	2.0%
0.05	20124	2.0%
0.16	20123	2.0%
0.46	20109	2.0%
0.32	20093	2.0%
Other values (41)	798635	79.9%

Value	Count	Frequency (%)
0.39	639	2.1%
0.44	634	2.1%
0.42	631	2.1%
0.33	630	2.1%
0.25	629	2.1%
0.28	629	2.1%
0.1	626	2.1%
0.15	626	2.1%
0.48	621	2.1%
0.06	619	2.1%
Other values (41)	23716	79.1%

Value	Count	Frequency (%)
0	10010	1.0%
0.01	19893	2.0%
0.02	19951	2.0%
0.03	19949	2.0%
0.04	20004	2.0%

Value	Count	Frequency (%)
0	302	1.0%
0.01	578	1.9%
0.02	555	1.8%
0.03	597	2.0%
0.04	598	2.0%

Value	Count	Frequency (%)
0	302	< 0.1%
0.01	578	0.1%
0.02	555	0.1%
0.03	597	0.1%
0.04	598	0.1%

Value	Count	Frequency (%)
0	10010	33.4%
0.01	19893	66.3%
0.02	19951	66.5%
0.03	19949	66.5%
0.04	20004	66.7%

preferred_store
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	10	10
Median length	10	10
Mean length	10	10
Min length	10	10

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	10000000	300000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Location A	Location D
2nd row	Location C	Location B
3rd row	Location B	Location C
4th row	Location B	Location A
5th row	Location B	Location C

Value	Count	Frequency (%)
location	1000000	50.0%
b	250262	12.5%
d	250007	12.5%
a	249949	12.5%
c	249782	12.5%

Value	Count	Frequency (%)
location	30000	50.0%
c	7545	12.6%
b	7537	12.6%
a	7467	12.4%
d	7451	12.4%

Most occurring characters

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7545	2.5%
B	7537	2.5%
Other values (2)	14918	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7545	2.5%
B	7537	2.5%
Other values (2)	14918	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7545	2.5%
B	7537	2.5%
Other values (2)	14918	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7545	2.5%
B	7537	2.5%
Other values (2)	14918	5.0%

online_purchases
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.446018	49.45993333

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	99	99
Zeros	9997	298
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	4	4
Q1	24	24
median	49	50
Q3	74	74
95-th percentile	94	95
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	28.86143913	28.95485004
Coefficient of variation (CV)	0.5836959234	0.5854203208
Kurtosis	-1.200754846	-1.197307599
Mean	49.446018	49.45993333
Median Absolute Deviation (MAD)	25	25
Skewness	0.00143421854	-0.003460787705
Sum	49446018	1483798
Variance	832.9826689	838.3833408
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	10324	1.0%
28	10269	1.0%
40	10198	1.0%
67	10151	1.0%
76	10150	1.0%
61	10150	1.0%
52	10140	1.0%
88	10134	1.0%
43	10133	1.0%
45	10132	1.0%
Other values (90)	898219	89.8%

Value	Count	Frequency (%)
41	339	1.1%
57	334	1.1%
75	334	1.1%
1	329	1.1%
11	328	1.1%
21	327	1.1%
8	325	1.1%
39	325	1.1%
82	325	1.1%
98	324	1.1%
Other values (90)	26710	89.0%

Value	Count	Frequency (%)
0	9997	1.0%
1	10023	1.0%
2	9792	1.0%
3	10091	1.0%
4	10324	1.0%

Value	Count	Frequency (%)
0	298	1.0%
1	329	1.1%
2	322	1.1%
3	318	1.1%
4	324	1.1%

Value	Count	Frequency (%)
0	298	< 0.1%
1	329	< 0.1%
2	322	< 0.1%
3	318	< 0.1%
4	324	< 0.1%

Value	Count	Frequency (%)
0	9997	33.3%
1	10023	33.4%
2	9792	32.6%
3	10091	33.6%
4	10324	34.4%

in_store_purchases
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.484486	49.4573

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	99	99
Zeros	10016	299
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	5	5
Q1	24	25
median	49	49
Q3	75	74
95-th percentile	95	95
Maximum	99	99
Range	99	99
Interquartile range (IQR)	51	49

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	28.88271174	28.7980547
Coefficient of variation (CV)	0.5836720572	0.5822811738
Kurtosis	-1.20140369	-1.193695209
Mean	49.484486	49.4573
Median Absolute Deviation (MAD)	25	25
Skewness	0.00159043567	0.009739166877
Sum	49484486	1483719
Variance	834.2110375	829.3279543
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	10264	1.0%
30	10186	1.0%
86	10183	1.0%
10	10180	1.0%
14	10171	1.0%
7	10166	1.0%
13	10164	1.0%
50	10151	1.0%
67	10141	1.0%
91	10131	1.0%
Other values (90)	898263	89.8%

Value	Count	Frequency (%)
45	341	1.1%
27	337	1.1%
75	335	1.1%
32	334	1.1%
33	333	1.1%
18	331	1.1%
97	325	1.1%
63	325	1.1%
12	325	1.1%
51	323	1.1%
Other values (90)	26691	89.0%

Value	Count	Frequency (%)
0	10016	1.0%
1	9978	1.0%
2	9953	1.0%
3	9965	1.0%
4	9926	1.0%

Value	Count	Frequency (%)
0	299	1.0%
1	289	1.0%
2	309	1.0%
3	291	1.0%
4	272	0.9%

Value	Count	Frequency (%)
0	299	< 0.1%
1	289	< 0.1%
2	309	< 0.1%
3	291	< 0.1%
4	272	< 0.1%

Value	Count	Frequency (%)
0	10016	33.4%
1	9978	33.3%
2	9953	33.2%
3	9965	33.2%
4	9926	33.1%

avg_items_per_transaction
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	901	901
Distinct (%)	0.1%	3.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.50312187	5.502303

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	1.45	1.46
Q1	3.26	3.24
median	5.5	5.5
Q3	7.75	7.74
95-th percentile	9.55	9.56
Maximum	10	10
Range	9	9
Interquartile range (IQR)	4.49	4.5

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2.597661275	2.600037786
Coefficient of variation (CV)	0.4720341173	0.472536279
Kurtosis	-1.199082145	-1.201673737
Mean	5.50312187	5.502303
Median Absolute Deviation (MAD)	2.25	2.25
Skewness	-4.461054903 × 10^-5	0.0006816036718
Sum	5503121.87	165069.09
Variance	6.747844097	6.760196486
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.49	1205	0.1%
5	1198	0.1%
3.94	1197	0.1%
6.41	1196	0.1%
2.82	1193	0.1%
8.41	1192	0.1%
9.69	1192	0.1%
4.29	1190	0.1%
4.35	1188	0.1%
6.14	1188	0.1%
Other values (891)	988061	98.8%

Value	Count	Frequency (%)
3.65	54	0.2%
1.5	53	0.2%
4.73	51	0.2%
1.54	50	0.2%
1.8	49	0.2%
3.32	49	0.2%
4.34	48	0.2%
2.39	48	0.2%
5.93	48	0.2%
6.42	47	0.2%
Other values (891)	29503	98.3%

Value	Count	Frequency (%)
1	514	0.1%
1.01	1135	0.1%
1.02	1105	0.1%
1.03	1122	0.1%
1.04	1067	0.1%

Value	Count	Frequency (%)
1	17	0.1%
1.01	33	0.1%
1.02	35	0.1%
1.03	20	0.1%
1.04	37	0.1%

Value	Count	Frequency (%)
1	17	< 0.1%
1.01	33	< 0.1%
1.02	35	< 0.1%
1.03	20	< 0.1%
1.04	37	< 0.1%

Value	Count	Frequency (%)
1	514	1.7%
1.01	1135	3.8%
1.02	1105	3.7%
1.03	1122	3.7%
1.04	1067	3.6%

avg_transaction_value
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	49001	22324
Distinct (%)	4.9%	74.4%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	255.1157678	256.6698107

	Full Dataset	Simple Random Sample
Minimum	10	10
Maximum	500	499.98
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	10	10
5-th percentile	34.52	35.719
Q1	132.51	133.1875
median	255.23	257.275
Q3	377.67	379.44
95-th percentile	475.36	476.2705
Maximum	500	499.98
Range	490	489.98
Interquartile range (IQR)	245.16	246.2525

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	141.4300141	141.6362806
Coefficient of variation (CV)	0.5543758243	0.5518229051
Kurtosis	-1.200885422	-1.2059291
Mean	255.1157678	256.6698107
Median Absolute Deviation (MAD)	122.58	123.1
Skewness	-0.001148163222	-0.01336002992
Sum	255115767.8	7700094.32
Variance	20002.44888	20060.83597
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
362.11	43	< 0.1%
157.68	43	< 0.1%
86.72	42	< 0.1%
303.99	41	< 0.1%
193.66	41	< 0.1%
112.64	40	< 0.1%
342.26	40	< 0.1%
454.72	39	< 0.1%
64.18	39	< 0.1%
280.55	39	< 0.1%
Other values (48991)	999593	> 99.9%

Value	Count	Frequency (%)
313.35	6	< 0.1%
295.85	6	< 0.1%
64.18	6	< 0.1%
52.31	5	< 0.1%
468.17	5	< 0.1%
256.12	5	< 0.1%
430.08	5	< 0.1%
221.08	5	< 0.1%
234.56	5	< 0.1%
420.51	5	< 0.1%
Other values (22314)	29947	99.8%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	18	< 0.1%
10.02	17	< 0.1%
10.03	28	< 0.1%
10.04	24	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.01	1	< 0.1%
10.03	2	< 0.1%
10.08	1	< 0.1%
10.1	2	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.01	1	< 0.1%
10.03	2	< 0.1%
10.08	1	< 0.1%
10.1	2	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	18	0.1%
10.02	17	0.1%
10.03	28	0.1%
10.04	24	0.1%

total_returned_items
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	10	10
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4.498142	4.464266667

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	9	9
Zeros	100060	3135
Zeros (%)	10.0%	10.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	0	0
Q1	2	2
median	4	4
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	9	9
Interquartile range (IQR)	5	5

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2.872805041	2.882764901
Coefficient of variation (CV)	0.6386648177	0.6457420929
Kurtosis	-1.225109848	-1.231347532
Mean	4.498142	4.464266667
Median Absolute Deviation (MAD)	3	3
Skewness	0.0007692254728	0.009257208818
Sum	4498142	133928
Variance	8.253008801	8.310333473
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	100298	10.0%
7	100190	10.0%
3	100119	10.0%
0	100060	10.0%
6	100004	10.0%
2	99991	10.0%
9	99942	10.0%
8	99838	10.0%
4	99821	10.0%
5	99737	10.0%

Value	Count	Frequency (%)
0	3135	10.4%
1	3062	10.2%
5	3009	10.0%
3	3006	10.0%
7	2997	10.0%
6	2970	9.9%
8	2968	9.9%
2	2961	9.9%
9	2954	9.8%
4	2938	9.8%

Value	Count	Frequency (%)
0	100060	10.0%
1	100298	10.0%
2	99991	10.0%
3	100119	10.0%
4	99821	10.0%

Value	Count	Frequency (%)
0	3135	10.4%
1	3062	10.2%
2	2961	9.9%
3	3006	10.0%
4	2938	9.8%

Value	Count	Frequency (%)
0	3135	0.3%
1	3062	0.3%
2	2961	0.3%
3	3006	0.3%
4	2938	0.3%

Value	Count	Frequency (%)
0	100060	333.5%
1	100298	334.3%
2	99991	333.3%
3	100119	333.7%
4	99821	332.7%

total_returned_value
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	99999	25869
Distinct (%)	10.0%	86.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500.3878374	500.9436267

	Full Dataset	Simple Random Sample
Minimum	0	0.02
Maximum	1000	999.99
Zeros	4	0
Zeros (%)	< 0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0.02
5-th percentile	50	49.809
Q1	250.63	250.02
median	500.4	501.025
Q3	750.39	751.0975
95-th percentile	950.22	951.2205
Maximum	1000	999.99
Range	1000	999.97
Interquartile range (IQR)	499.76	501.0775

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	288.7174763	289.3080814
Coefficient of variation (CV)	0.5769873981	0.5775262246
Kurtosis	-1.199754459	-1.20327929
Mean	500.3878374	500.9436267
Median Absolute Deviation (MAD)	249.89	250.465
Skewness	-0.001264828821	-0.004269899217
Sum	500387837.4	15028308.8
Variance	83357.78115	83699.16599
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160.66	28	< 0.1%
467.66	26	< 0.1%
188.3	26	< 0.1%
488.88	25	< 0.1%
544.94	25	< 0.1%
651.87	25	< 0.1%
981.42	25	< 0.1%
330.91	25	< 0.1%
676.05	25	< 0.1%
227.59	25	< 0.1%
Other values (99989)	999745	> 99.9%

Value	Count	Frequency (%)
998.47	4	< 0.1%
814.15	4	< 0.1%
162.92	4	< 0.1%
570.47	4	< 0.1%
947.76	4	< 0.1%
311.15	4	< 0.1%
73.26	4	< 0.1%
192.05	4	< 0.1%
48.53	4	< 0.1%
247.49	4	< 0.1%
Other values (25859)	29960	99.9%

Value	Count	Frequency (%)
0	4	< 0.1%
0.01	13	< 0.1%
0.02	12	< 0.1%
0.03	11	< 0.1%
0.04	7	< 0.1%

Value	Count	Frequency (%)
0.02	2	< 0.1%
0.1	1	< 0.1%
0.12	1	< 0.1%
0.19	1	< 0.1%
0.24	1	< 0.1%

Value	Count	Frequency (%)
0.02	2	< 0.1%
0.1	1	< 0.1%
0.12	1	< 0.1%
0.19	1	< 0.1%
0.24	1	< 0.1%

Value	Count	Frequency (%)
0	4	< 0.1%
0.01	13	< 0.1%
0.02	12	< 0.1%
0.03	11	< 0.1%
0.04	7	< 0.1%

total_sales
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	629254	29566
Distinct (%)	62.9%	98.6%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5056.059765	5074.836803

	Full Dataset	Simple Random Sample
Minimum	100.01	100.28
Maximum	9999.98	9999.79
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	100.01	100.28
5-th percentile	595.7095	612.2615
Q1	2577.8675	2603.295
median	5059.695	5090.995
Q3	7534.8025	7536.325
95-th percentile	9507.96	9484.8055
Maximum	9999.98	9999.79
Range	9899.97	9899.51
Interquartile range (IQR)	4956.935	4933.03

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2859.100058	2850.353674
Coefficient of variation (CV)	0.5654798777	0.5616641056
Kurtosis	-1.201132214	-1.1989154
Mean	5056.059765	5074.836803
Median Absolute Deviation (MAD)	2478.365	2463.705
Skewness	-0.002792355347	-0.01444744546
Sum	5056059765	152245104.1
Variance	8174453.14	8124516.067
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9263.29	8	< 0.1%
1070.51	8	< 0.1%
8973.11	8	< 0.1%
7882.97	8	< 0.1%
630.03	8	< 0.1%
8669.59	8	< 0.1%
8191.02	8	< 0.1%
2558.91	8	< 0.1%
5572.95	8	< 0.1%
8266.95	8	< 0.1%
Other values (629244)	999920	> 99.9%

Value	Count	Frequency (%)
7648.63	3	< 0.1%
4603.16	3	< 0.1%
318.97	3	< 0.1%
5631.28	3	< 0.1%
9297.5	3	< 0.1%
663.71	2	< 0.1%
8685.83	2	< 0.1%
3507.72	2	< 0.1%
7211.09	2	< 0.1%
5902.63	2	< 0.1%
Other values (29556)	29975	99.9%

Value	Count	Frequency (%)
100.01	2	< 0.1%
100.02	2	< 0.1%
100.04	2	< 0.1%
100.05	2	< 0.1%
100.06	3	< 0.1%

Value	Count	Frequency (%)
100.28	1	< 0.1%
100.67	1	< 0.1%
100.69	1	< 0.1%
101.29	1	< 0.1%
101.66	1	< 0.1%

Value	Count	Frequency (%)
100.28	1	< 0.1%
100.67	1	< 0.1%
100.69	1	< 0.1%
101.29	1	< 0.1%
101.66	1	< 0.1%

Value	Count	Frequency (%)
100.01	2	< 0.1%
100.02	2	< 0.1%
100.04	2	< 0.1%
100.05	2	< 0.1%
100.06	3	< 0.1%

total_transactions
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	99	99
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.987386	49.9852

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	99	99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	5	5
Q1	25	25
median	50	50
Q3	75	75
95-th percentile	95	94
Maximum	99	99
Range	98	98
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	28.57168895	28.62659888
Coefficient of variation (CV)	0.5715779766	0.5727014973
Kurtosis	-1.200697232	-1.204789583
Mean	49.987386	49.9852
Median Absolute Deviation (MAD)	25	25
Skewness	6.496950968 × 10^-5	-0.004753357477
Sum	49987386	1499556
Variance	816.3414092	819.4821637
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93	10385	1.0%
24	10328	1.0%
61	10316	1.0%
70	10306	1.0%
49	10290	1.0%
14	10280	1.0%
83	10278	1.0%
27	10251	1.0%
16	10247	1.0%
75	10245	1.0%
Other values (89)	897074	89.7%

Value	Count	Frequency (%)
53	350	1.2%
39	348	1.2%
46	342	1.1%
6	341	1.1%
84	341	1.1%
3	339	1.1%
14	337	1.1%
61	327	1.1%
56	325	1.1%
71	323	1.1%
Other values (89)	26627	88.8%

Value	Count	Frequency (%)
1	10053	1.0%
2	10174	1.0%
3	10113	1.0%
4	10133	1.0%
5	10140	1.0%

Value	Count	Frequency (%)
1	314	1.0%
2	282	0.9%
3	339	1.1%
4	295	1.0%
5	312	1.0%

Value	Count	Frequency (%)
1	314	< 0.1%
2	282	< 0.1%
3	339	< 0.1%
4	295	< 0.1%
5	312	< 0.1%

Value	Count	Frequency (%)
1	10053	33.5%
2	10174	33.9%
3	10113	33.7%
4	10133	33.8%
5	10140	33.8%

total_items_purchased
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	499	499
Distinct (%)	< 0.1%	1.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	250.042763	249.6875333

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	499	499
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	26	25
Q1	125	126
median	250	249
Q3	375	374
95-th percentile	475	475
Maximum	499	499
Range	498	498
Interquartile range (IQR)	250	248

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	143.9845462	143.9265915
Coefficient of variation (CV)	0.5758396862	0.5764268225
Kurtosis	-1.199364571	-1.189195838
Mean	250.042763	249.6875333
Median Absolute Deviation (MAD)	125	124
Skewness	-0.0005289537985	0.004878498838
Sum	250042763	7490626
Variance	20731.54954	20714.86373
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
282	2156	0.2%
285	2146	0.2%
355	2132	0.2%
459	2099	0.2%
296	2098	0.2%
241	2096	0.2%
413	2090	0.2%
331	2088	0.2%
425	2087	0.2%
260	2086	0.2%
Other values (489)	978922	97.9%

Value	Count	Frequency (%)
294	83	0.3%
109	83	0.3%
370	81	0.3%
223	79	0.3%
88	79	0.3%
156	78	0.3%
454	78	0.3%
147	77	0.3%
402	77	0.3%
224	77	0.3%
Other values (489)	29208	97.4%

Value	Count	Frequency (%)
1	2005	0.2%
2	2077	0.2%
3	1999	0.2%
4	2019	0.2%
5	1988	0.2%

Value	Count	Frequency (%)
1	59	0.2%
2	77	0.3%
3	62	0.2%
4	49	0.2%
5	56	0.2%

Value	Count	Frequency (%)
1	59	< 0.1%
2	77	< 0.1%
3	62	< 0.1%
4	49	< 0.1%
5	56	< 0.1%

Value	Count	Frequency (%)
1	2005	6.7%
2	2077	6.9%
3	1999	6.7%
4	2019	6.7%
5	1988	6.6%

total_discounts_received
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	99995	25887
Distinct (%)	10.0%	86.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.6743882	499.0057443

	Full Dataset	Simple Random Sample
Minimum	0	0.03
Maximum	1000	999.98
Zeros	6	0
Zeros (%)	< 0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0.03
5-th percentile	50.16	50.7575
Q1	249.76	247.475
median	499.51	497.23
Q3	749.54	748.0925
95-th percentile	949.66	949.392
Maximum	1000	999.98
Range	1000	999.95
Interquartile range (IQR)	499.78	500.6175

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	288.5791016	288.4654098
Coefficient of variation (CV)	0.5775343071	0.5780803389
Kurtosis	-1.200167414	-1.203167198
Mean	499.6743882	499.0057443
Median Absolute Deviation (MAD)	249.9	250.27
Skewness	0.0009745010535	0.006700621698
Sum	499674388.2	14970172.33
Variance	83277.89786	83212.29266
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52.87	26	< 0.1%
811.21	26	< 0.1%
721.58	26	< 0.1%
418.88	25	< 0.1%
760.97	25	< 0.1%
406.5	24	< 0.1%
784.58	24	< 0.1%
595.87	24	< 0.1%
918	24	< 0.1%
34.86	24	< 0.1%
Other values (99985)	999752	> 99.9%

Value	Count	Frequency (%)
940.14	4	< 0.1%
776.49	4	< 0.1%
119.88	4	< 0.1%
888.26	4	< 0.1%
175.56	4	< 0.1%
244.64	4	< 0.1%
360.68	4	< 0.1%
985.34	4	< 0.1%
795.35	4	< 0.1%
115.4	4	< 0.1%
Other values (25877)	29960	99.9%

Value	Count	Frequency (%)
0	6	< 0.1%
0.01	13	< 0.1%
0.02	8	< 0.1%
0.03	8	< 0.1%
0.04	6	< 0.1%

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.05	1	< 0.1%
0.06	2	< 0.1%
0.3	1	< 0.1%
0.31	1	< 0.1%

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.05	1	< 0.1%
0.06	2	< 0.1%
0.3	1	< 0.1%
0.31	1	< 0.1%

Value	Count	Frequency (%)
0	6	< 0.1%
0.01	13	< 0.1%
0.02	8	< 0.1%
0.03	8	< 0.1%
0.04	6	< 0.1%

avg_spent_per_category
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	98999	25866
Distinct (%)	9.9%	86.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	505.1754779	507.0576237

	Full Dataset	Simple Random Sample
Minimum	10	10.06
Maximum	1000	1000
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	10	10.06
5-th percentile	59.49	59.0795
Q1	257.24	258.905
median	505.14	508.155
Q3	753.06	757.4725
95-th percentile	950.7405	952.5725
Maximum	1000	1000
Range	990	989.94
Interquartile range (IQR)	495.82	498.5675

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	286.0591784	287.0447366
Coefficient of variation (CV)	0.566257055	0.566098848
Kurtosis	-1.201963641	-1.208071695
Mean	505.1754779	507.0576237
Median Absolute Deviation (MAD)	247.91	249.285
Skewness	-0.0002454959133	-0.005296010855
Sum	505175477.9	15211728.71
Variance	81829.85355	82394.68082
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202.69	27	< 0.1%
969.16	26	< 0.1%
582.24	26	< 0.1%
806.1	25	< 0.1%
330.74	25	< 0.1%
798.54	25	< 0.1%
299.29	25	< 0.1%
312.38	25	< 0.1%
825.53	24	< 0.1%
525.28	24	< 0.1%
Other values (98989)	999748	> 99.9%

Value	Count	Frequency (%)
320.57	5	< 0.1%
912.73	5	< 0.1%
846.38	5	< 0.1%
663.16	4	< 0.1%
892.36	4	< 0.1%
640.34	4	< 0.1%
575.37	4	< 0.1%
71.64	4	< 0.1%
17.8	4	< 0.1%
311.13	4	< 0.1%
Other values (25856)	29957	99.9%

Value	Count	Frequency (%)
10	4	< 0.1%
10.01	8	< 0.1%
10.02	13	< 0.1%
10.03	10	< 0.1%
10.04	13	< 0.1%

Value	Count	Frequency (%)
10.06	1	< 0.1%
10.1	1	< 0.1%
10.11	1	< 0.1%
10.12	1	< 0.1%
10.18	1	< 0.1%

Value	Count	Frequency (%)
10.06	1	< 0.1%
10.1	1	< 0.1%
10.11	1	< 0.1%
10.12	1	< 0.1%
10.18	1	< 0.1%

Value	Count	Frequency (%)
10	4	< 0.1%
10.01	8	< 0.1%
10.02	13	< 0.1%
10.03	10	< 0.1%
10.04	13	< 0.1%

max_single_purchase_value
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	99001	25907
Distinct (%)	9.9%	86.4%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	505.0014045	504.536687

	Full Dataset	Simple Random Sample
Minimum	10	10.02
Maximum	1000	999.99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	10	10.02
5-th percentile	59.3	60.8095
Q1	256.84	258.6275
median	505.22	506.25
Q3	753.21	749.5475
95-th percentile	950.55	949.1635
Maximum	1000	999.99
Range	990	989.97
Interquartile range (IQR)	496.37	490.92

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	286.0733241	284.1505107
Coefficient of variation (CV)	0.5664802545	0.5631909789
Kurtosis	-1.202495075	-1.189490667
Mean	505.0014045	504.536687
Median Absolute Deviation (MAD)	248.18	245.72
Skewness	-0.0008466890807	-0.002101584338
Sum	505001404.5	15136100.61
Variance	81837.94677	80741.5127
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
575.57	28	< 0.1%
461.6	26	< 0.1%
874.29	25	< 0.1%
105.78	25	< 0.1%
354.85	25	< 0.1%
736.87	25	< 0.1%
439.72	25	< 0.1%
893.75	24	< 0.1%
179.32	24	< 0.1%
330.94	24	< 0.1%
Other values (98991)	999749	> 99.9%

Value	Count	Frequency (%)
831.01	5	< 0.1%
459.85	4	< 0.1%
537.43	4	< 0.1%
943.6	4	< 0.1%
458.83	4	< 0.1%
936.66	4	< 0.1%
762.93	4	< 0.1%
993.93	4	< 0.1%
287.72	4	< 0.1%
523.48	4	< 0.1%
Other values (25897)	29959	99.9%

Value	Count	Frequency (%)
10	6	< 0.1%
10.01	8	< 0.1%
10.02	15	< 0.1%
10.03	5	< 0.1%
10.04	15	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.06	1	< 0.1%
10.12	1	< 0.1%
10.13	1	< 0.1%
10.26	1	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.06	1	< 0.1%
10.12	1	< 0.1%
10.13	1	< 0.1%
10.26	1	< 0.1%

Value	Count	Frequency (%)
10	6	< 0.1%
10.01	8	< 0.1%
10.02	15	0.1%
10.03	5	< 0.1%
10.04	15	0.1%

min_single_purchase_value
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	991	991
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.04384896	5.049664333

	Full Dataset	Simple Random Sample
Minimum	0.1	0.1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0.1	0.1
5-th percentile	0.59	0.58
Q1	2.57	2.55
median	5.04	5.07
Q3	7.51	7.52
95-th percentile	9.5	9.51
Maximum	10	10
Range	9.9	9.9
Interquartile range (IQR)	4.94	4.97

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2.855904644	2.870376384
Coefficient of variation (CV)	0.566215338	0.5684291459
Kurtosis	-1.198193882	-1.208394943
Mean	5.04384896	5.049664333
Median Absolute Deviation (MAD)	2.47	2.49
Skewness	0.002415403507	-0.003530762531
Sum	5043848.96	151489.93
Variance	8.156191335	8.239060586
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.66	1123	0.1%
0.29	1112	0.1%
3.05	1110	0.1%
1.67	1101	0.1%
4.67	1092	0.1%
6.93	1092	0.1%
6.14	1091	0.1%
5.19	1091	0.1%
5.31	1086	0.1%
5.02	1086	0.1%
Other values (981)	989016	98.9%

Value	Count	Frequency (%)
3.98	48	0.2%
1.77	47	0.2%
7.24	46	0.2%
6.7	45	0.1%
2.72	44	0.1%
4.99	44	0.1%
2.17	44	0.1%
2.87	44	0.1%
4.92	44	0.1%
3.75	44	0.1%
Other values (981)	29550	98.5%

Value	Count	Frequency (%)
0.1	491	< 0.1%
0.11	1041	0.1%
0.12	1011	0.1%
0.13	1044	0.1%
0.14	1013	0.1%

Value	Count	Frequency (%)
0.1	13	< 0.1%
0.11	28	0.1%
0.12	39	0.1%
0.13	28	0.1%
0.14	35	0.1%

Value	Count	Frequency (%)
0.1	13	< 0.1%
0.11	28	< 0.1%
0.12	39	< 0.1%
0.13	28	< 0.1%
0.14	35	< 0.1%

Value	Count	Frequency (%)
0.1	491	1.6%
0.11	1041	3.5%
0.12	1011	3.4%
0.13	1044	3.5%
0.14	1013	3.4%

product_name
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	9	9
Median length	9	9
Mean length	9	9
Min length	9	9

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	9000000	270000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Product D	Product C
2nd row	Product C	Product A
3rd row	Product B	Product C
4th row	Product A	Product C
5th row	Product C	Product B

Value	Count	Frequency (%)
product	1000000	50.0%
b	250375	12.5%
c	249957	12.5%
a	249928	12.5%
d	249740	12.5%

Value	Count	Frequency (%)
product	30000	50.0%
b	7644	12.7%
a	7534	12.6%
c	7443	12.4%
d	7379	12.3%

Most occurring characters

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7644	2.8%
A	7534	2.8%
Other values (2)	14822	5.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7644	2.8%
A	7534	2.8%
Other values (2)	14822	5.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7644	2.8%
A	7534	2.8%
Other values (2)	14822	5.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7644	2.8%
A	7534	2.8%
Other values (2)	14822	5.5%

product_brand
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	7000000	210000
Distinct characters	9	9
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Brand Y	Brand Y
2nd row	Brand X	Brand Y
3rd row	Brand X	Brand Z
4th row	Brand Z	Brand Y
5th row	Brand X	Brand X

Value	Count	Frequency (%)
brand	1000000	50.0%
y	333775	16.7%
z	333608	16.7%
x	332617	16.6%

Value	Count	Frequency (%)
brand	30000	50.0%
y	10024	16.7%
z	10017	16.7%
x	9959	16.6%

Most occurring characters

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10024	4.8%
Z	10017	4.8%
X	9959	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10024	4.8%
Z	10017	4.8%
X	9959	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10024	4.8%
Z	10017	4.8%
X	9959	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10024	4.8%
Z	10017	4.8%
X	9959	4.7%

product_rating
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	41	41
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.9990096	2.998196667

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	5	5
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	1.2	1.2
Q1	2	2
median	3	3
Q3	4	4
95-th percentile	4.8	4.8
Maximum	5	5
Range	4	4
Interquartile range (IQR)	2	2

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	1.154800603	1.153737456
Coefficient of variation (CV)	0.3850606557	0.384810466
Kurtosis	-1.196293362	-1.192538987
Mean	2.9990096	2.998196667
Median Absolute Deviation (MAD)	1	1
Skewness	-0.0005343871929	-0.0003119056959
Sum	2999009.6	89945.9
Variance	1.333564433	1.331110118
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
2.9	25242	2.5%
3.4	25229	2.5%
2.6	25229	2.5%
1.3	25194	2.5%
3	25181	2.5%
4.7	25166	2.5%
4.3	25159	2.5%
4.1	25146	2.5%
1.6	25141	2.5%
4	25134	2.5%
Other values (31)	748179	74.8%

Value	Count	Frequency (%)
4	819	2.7%
1.9	802	2.7%
3	800	2.7%
1.4	785	2.6%
3.5	779	2.6%
4.2	771	2.6%
1.2	768	2.6%
4.9	767	2.6%
1.6	767	2.6%
3.4	766	2.6%
Other values (31)	22176	73.9%

Value	Count	Frequency (%)
1	12653	1.3%
1.1	24871	2.5%
1.2	25095	2.5%
1.3	25194	2.5%
1.4	24848	2.5%

Value	Count	Frequency (%)
1	391	1.3%
1.1	720	2.4%
1.2	768	2.6%
1.3	735	2.5%
1.4	785	2.6%

Value	Count	Frequency (%)
1	391	< 0.1%
1.1	720	0.1%
1.2	768	0.1%
1.3	735	0.1%
1.4	785	0.1%

Value	Count	Frequency (%)
1	12653	42.2%
1.1	24871	82.9%
1.2	25095	83.7%
1.3	25194	84.0%
1.4	24848	82.8%

product_review_count
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	1000	1000
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.235198	497.9591333

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	999	999
Zeros	987	35
Zeros (%)	0.1%	0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	50	49
Q1	250	247
median	499	495
Q3	749	750
95-th percentile	949	949
Maximum	999	999
Range	999	999
Interquartile range (IQR)	499	503

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	288.4461496	289.407672
Coefficient of variation (CV)	0.5777760678	0.5811875968
Kurtosis	-1.19905271	-1.209233262
Mean	499.235198	497.9591333
Median Absolute Deviation (MAD)	250	251
Skewness	0.001190014496	0.008984964338
Sum	499235198	14938774
Variance	83201.18122	83756.80062
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
974	1095	0.1%
56	1089	0.1%
769	1089	0.1%
725	1088	0.1%
683	1085	0.1%
229	1082	0.1%
501	1079	0.1%
937	1074	0.1%
384	1073	0.1%
497	1072	0.1%
Other values (990)	989174	98.9%

Value	Count	Frequency (%)
226	48	0.2%
376	47	0.2%
600	47	0.2%
931	46	0.2%
357	45	0.1%
579	45	0.1%
874	45	0.1%
539	45	0.1%
868	44	0.1%
247	44	0.1%
Other values (990)	29544	98.5%

Value	Count	Frequency (%)
0	987	0.1%
1	999	0.1%
2	1006	0.1%
3	1006	0.1%
4	1027	0.1%

Value	Count	Frequency (%)
0	35	0.1%
1	25	0.1%
2	30	0.1%
3	26	0.1%
4	37	0.1%

Value	Count	Frequency (%)
0	35	< 0.1%
1	25	< 0.1%
2	30	< 0.1%
3	26	< 0.1%
4	37	< 0.1%

Value	Count	Frequency (%)
0	987	3.3%
1	999	3.3%
2	1006	3.4%
3	1006	3.4%
4	1027	3.4%

product_stock
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.515129	49.48416667

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	99	99
Zeros	10174	350
Zeros (%)	1.0%	1.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	5	4
Q1	25	24
median	49	49
Q3	75	75
95-th percentile	95	95
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	51

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	28.87664529	28.96699706
Coefficient of variation (CV)	0.5831883279	0.5853791023
Kurtosis	-1.200520476	-1.206835524
Mean	49.515129	49.48416667
Median Absolute Deviation (MAD)	25	25
Skewness	0.0006383736941	0.004673870984
Sum	49515129	1484525
Variance	833.860643	839.0869189
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
89	10261	1.0%
70	10245	1.0%
60	10187	1.0%
23	10175	1.0%
0	10174	1.0%
54	10171	1.0%
44	10148	1.0%
96	10147	1.0%
32	10138	1.0%
77	10136	1.0%
Other values (90)	898218	89.8%

Value	Count	Frequency (%)
0	350	1.2%
96	339	1.1%
33	334	1.1%
23	331	1.1%
89	331	1.1%
35	331	1.1%
39	329	1.1%
92	328	1.1%
12	328	1.1%
70	326	1.1%
Other values (90)	26673	88.9%

Value	Count	Frequency (%)
0	10174	1.0%
1	9857	1.0%
2	9895	1.0%
3	10030	1.0%
4	9924	1.0%

Value	Count	Frequency (%)
0	350	1.2%
1	274	0.9%
2	289	1.0%
3	290	1.0%
4	317	1.1%

Value	Count	Frequency (%)
0	350	< 0.1%
1	274	< 0.1%
2	289	< 0.1%
3	290	< 0.1%
4	317	< 0.1%

Value	Count	Frequency (%)
0	10174	33.9%
1	9857	32.9%
2	9895	33.0%
3	10030	33.4%
4	9924	33.1%

product_return_rate
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.25013741	0.249805

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	9960	280
Zeros (%)	1.0%	0.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	0.03	0.02
Q1	0.13	0.12
median	0.25	0.25
Q3	0.38	0.38
95-th percentile	0.48	0.48
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.25	0.26

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	0.1444084896	0.1448241616
Coefficient of variation (CV)	0.5773166421	0.5797488504
Kurtosis	-1.197824771	-1.203901028
Mean	0.25013741	0.249805
Median Absolute Deviation (MAD)	0.13	0.13
Skewness	-0.0005165569762	0.00145932002
Sum	250137.41	7494.15
Variance	0.02085381187	0.02097403778
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.43	20287	2.0%
0.38	20282	2.0%
0.03	20242	2.0%
0.46	20215	2.0%
0.4	20209	2.0%
0.14	20164	2.0%
0.45	20148	2.0%
0.16	20140	2.0%
0.06	20135	2.0%
0.29	20118	2.0%
Other values (41)	798060	79.8%

Value	Count	Frequency (%)
0.4	651	2.2%
0.42	646	2.2%
0.16	641	2.1%
0.05	632	2.1%
0.17	631	2.1%
0.06	628	2.1%
0.46	626	2.1%
0.26	624	2.1%
0.38	624	2.1%
0.19	623	2.1%
Other values (41)	23674	78.9%

Value	Count	Frequency (%)
0	9960	1.0%
0.01	19921	2.0%
0.02	19994	2.0%
0.03	20242	2.0%
0.04	19825	2.0%

Value	Count	Frequency (%)
0	280	0.9%
0.01	619	2.1%
0.02	619	2.1%
0.03	603	2.0%
0.04	616	2.1%

Value	Count	Frequency (%)
0	280	< 0.1%
0.01	619	0.1%
0.02	619	0.1%
0.03	603	0.1%
0.04	616	0.1%

Value	Count	Frequency (%)
0	9960	33.2%
0.01	19921	66.4%
0.02	19994	66.6%
0.03	20242	67.5%
0.04	19825	66.1%

product_size
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	5	5
Mean length	5.333501	5.3356
Min length	5	5

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	5333501	160068
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Small	Small
2nd row	Medium	Medium
3rd row	Medium	Large
4th row	Large	Small
5th row	Small	Large

Value	Count	Frequency (%)
large	333964	33.4%
medium	333501	33.4%
small	332535	33.3%

Value	Count	Frequency (%)
small	10108	33.7%
medium	10068	33.6%
large	9824	32.7%

Most occurring characters

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
l	20216	12.6%
m	20176	12.6%
a	19932	12.5%
e	19892	12.4%
S	10108	6.3%
M	10068	6.3%
d	10068	6.3%
i	10068	6.3%
u	10068	6.3%
L	9824	6.1%
Other values (2)	19648	12.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	160068	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
l	20216	12.6%
m	20176	12.6%
a	19932	12.5%
e	19892	12.4%
S	10108	6.3%
M	10068	6.3%
d	10068	6.3%
i	10068	6.3%
u	10068	6.3%
L	9824	6.1%
Other values (2)	19648	12.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	160068	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
l	20216	12.6%
m	20176	12.6%
a	19932	12.5%
e	19892	12.4%
S	10108	6.3%
M	10068	6.3%
d	10068	6.3%
i	10068	6.3%
u	10068	6.3%
L	9824	6.1%
Other values (2)	19648	12.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	160068	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
l	20216	12.6%
m	20176	12.6%
a	19932	12.5%
e	19892	12.4%
S	10108	6.3%
M	10068	6.3%
d	10068	6.3%
i	10068	6.3%
u	10068	6.3%
L	9824	6.1%
Other values (2)	19648	12.3%

product_weight
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	991	991
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.05437238	5.044035667

	Full Dataset	Simple Random Sample
Minimum	0.1	0.1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0.1	0.1
5-th percentile	0.6	0.6
Q1	2.58	2.57
median	5.06	5.04
Q3	7.53	7.51
95-th percentile	9.5	9.48
Maximum	10	10
Range	9.9	9.9
Interquartile range (IQR)	4.95	4.94

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	2.857848487	2.849706562
Coefficient of variation (CV)	0.56542104	0.5649655852
Kurtosis	-1.200012392	-1.193909764
Mean	5.05437238	5.044035667
Median Absolute Deviation (MAD)	2.47	2.47
Skewness	-0.001975515497	-0.0005143389772
Sum	5054372.38	151321.07
Variance	8.167297977	8.120827491
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.51	1094	0.1%
7.79	1092	0.1%
3.96	1089	0.1%
3.55	1089	0.1%
1.61	1088	0.1%
5.24	1088	0.1%
1.74	1087	0.1%
4.66	1085	0.1%
3.04	1082	0.1%
1.22	1081	0.1%
Other values (981)	989125	98.9%

Value	Count	Frequency (%)
1.61	50	0.2%
1.41	48	0.2%
0.94	46	0.2%
4.36	45	0.1%
7.79	44	0.1%
5.85	44	0.1%
7.84	44	0.1%
7.15	44	0.1%
5.47	44	0.1%
2.3	44	0.1%
Other values (981)	29547	98.5%

Value	Count	Frequency (%)
0.1	506	0.1%
0.11	1031	0.1%
0.12	996	0.1%
0.13	1001	0.1%
0.14	1007	0.1%

Value	Count	Frequency (%)
0.1	18	0.1%
0.11	36	0.1%
0.12	33	0.1%
0.13	31	0.1%
0.14	30	0.1%

Value	Count	Frequency (%)
0.1	18	< 0.1%
0.11	36	< 0.1%
0.12	33	< 0.1%
0.13	31	< 0.1%
0.14	30	< 0.1%

Value	Count	Frequency (%)
0.1	506	1.7%
0.11	1031	3.4%
0.12	996	3.3%
0.13	1001	3.3%
0.14	1007	3.4%

product_color
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	5	5
Median length	5	5
Mean length	4.399397	4.394533333
Min length	3	3

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	4399397	131836
Distinct characters	16	16
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Red	Green
2nd row	Blue	Red
3rd row	Green	Green
4th row	Blue	Black
5th row	Red	Red

Value	Count	Frequency (%)
blue	200671	20.1%
green	200202	20.0%
red	199966	20.0%
black	199704	20.0%
white	199457	19.9%

Value	Count	Frequency (%)
red	6078	20.3%
black	6077	20.3%
white	6034	20.1%
blue	6008	20.0%
green	5803	19.3%

Most occurring characters

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29726	22.5%
B	12085	9.2%
l	12085	9.2%
R	6078	4.6%
d	6078	4.6%
a	6077	4.6%
c	6077	4.6%
k	6077	4.6%
W	6034	4.6%
h	6034	4.6%
Other values (6)	35485	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	131836	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29726	22.5%
B	12085	9.2%
l	12085	9.2%
R	6078	4.6%
d	6078	4.6%
a	6077	4.6%
c	6077	4.6%
k	6077	4.6%
W	6034	4.6%
h	6034	4.6%
Other values (6)	35485	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	131836	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29726	22.5%
B	12085	9.2%
l	12085	9.2%
R	6078	4.6%
d	6078	4.6%
a	6077	4.6%
c	6077	4.6%
k	6077	4.6%
W	6034	4.6%
h	6034	4.6%
Other values (6)	35485	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	131836	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29726	22.5%
B	12085	9.2%
l	12085	9.2%
R	6078	4.6%
d	6078	4.6%
a	6077	4.6%
c	6077	4.6%
k	6077	4.6%
W	6034	4.6%
h	6034	4.6%
Other values (6)	35485	26.9%

product_material
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	7	7
Median length	5	5
Mean length	5.25087	5.2382
Min length	4	4

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	5250870	157146
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Metal	Metal
2nd row	Metal	Metal
3rd row	Plastic	Wood
4th row	Wood	Wood
5th row	Metal	Wood

Value	Count	Frequency (%)
plastic	250483	25.0%
wood	250096	25.0%
metal	249896	25.0%
glass	249525	25.0%

Value	Count	Frequency (%)
metal	7578	25.3%
glass	7551	25.2%
wood	7532	25.1%
plastic	7339	24.5%

Most occurring characters

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
l	22468	14.3%
a	22468	14.3%
s	22441	14.3%
o	15064	9.6%
t	14917	9.5%
e	7578	4.8%
M	7578	4.8%
G	7551	4.8%
W	7532	4.8%
d	7532	4.8%
Other values (3)	22017	14.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157146	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
l	22468	14.3%
a	22468	14.3%
s	22441	14.3%
o	15064	9.6%
t	14917	9.5%
e	7578	4.8%
M	7578	4.8%
G	7551	4.8%
W	7532	4.8%
d	7532	4.8%
Other values (3)	22017	14.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157146	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
l	22468	14.3%
a	22468	14.3%
s	22441	14.3%
o	15064	9.6%
t	14917	9.5%
e	7578	4.8%
M	7578	4.8%
G	7551	4.8%
W	7532	4.8%
d	7532	4.8%
Other values (3)	22017	14.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157146	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
l	22468	14.3%
a	22468	14.3%
s	22441	14.3%
o	15064	9.6%
t	14917	9.5%
e	7578	4.8%
M	7578	4.8%
G	7551	4.8%
W	7532	4.8%
d	7532	4.8%
Other values (3)	22017	14.0%

product_manufacture_date
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	992037	29994
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	984126	29988 ?
Unique (%)	98.4%	> 99.9%

Sample

	Full Dataset	Simple Random Sample
1st row	2019-08-04 01:47:01	2018-01-06 20:55:23
2nd row	2019-10-23 19:59:17	2019-08-27 15:56:58
3rd row	2018-05-12 08:00:29	2019-10-18 02:37:55
4th row	2019-11-15 16:17:29	2019-06-25 11:14:35
5th row	2019-08-27 02:58:19	2018-02-07 11:19:34

Value	Count	Frequency (%)
2018-04-10	1514	0.1%
2019-03-19	1490	0.1%
2018-02-26	1471	0.1%
2018-06-18	1467	0.1%
2018-09-24	1462	0.1%
2019-01-25	1457	0.1%
2019-01-30	1456	0.1%
2018-04-28	1454	0.1%
2019-07-04	1453	0.1%
2019-01-09	1453	0.1%
Other values (87119)	1985323	99.3%

Value	Count	Frequency (%)
2019-02-15	61	0.1%
2019-09-06	59	0.1%
2019-09-11	59	0.1%
2018-11-27	59	0.1%
2018-02-22	59	0.1%
2019-10-15	59	0.1%
2019-03-13	59	0.1%
2018-02-26	57	0.1%
2019-03-19	57	0.1%
2018-02-12	57	0.1%
Other values (26006)	59414	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98883	17.3%
1	88211	15.5%
2	72490	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	28892	5.1%
9	28884	5.1%
3	26866	4.7%
4	24017	4.2%
Other values (3)	51757	9.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98883	17.3%
1	88211	15.5%
2	72490	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	28892	5.1%
9	28884	5.1%
3	26866	4.7%
4	24017	4.2%
Other values (3)	51757	9.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98883	17.3%
1	88211	15.5%
2	72490	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	28892	5.1%
9	28884	5.1%
3	26866	4.7%
4	24017	4.2%
Other values (3)	51757	9.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98883	17.3%
1	88211	15.5%
2	72490	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	28892	5.1%
9	28884	5.1%
3	26866	4.7%
4	24017	4.2%
Other values (3)	51757	9.1%

product_expiry_date
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	992042	29994
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	984121	29988 ?
Unique (%)	98.4%	> 99.9%

Sample

	Full Dataset	Simple Random Sample
1st row	2022-05-28 14:54:02	2023-08-23 12:03:16
2nd row	2022-12-19 08:04:41	2022-01-11 23:20:05
3rd row	2023-02-01 12:15:07	2023-06-27 20:04:25
4th row	2023-02-05 11:46:57	2022-11-09 01:40:41
5th row	2023-10-05 08:13:07	2023-12-24 16:31:14

Value	Count	Frequency (%)
2022-12-22	1476	0.1%
2022-06-08	1475	0.1%
2022-01-28	1473	0.1%
2023-03-13	1472	0.1%
2022-10-06	1468	0.1%
2022-06-27	1468	0.1%
2023-07-08	1457	0.1%
2023-07-23	1457	0.1%
2023-01-11	1452	0.1%
2022-04-17	1450	0.1%
Other values (87119)	1985352	99.3%

Value	Count	Frequency (%)
2023-07-15	63	0.1%
2023-09-03	61	0.1%
2022-03-27	60	0.1%
2023-01-25	58	0.1%
2023-07-11	58	0.1%
2022-05-09	57	0.1%
2023-03-16	57	0.1%
2023-04-05	57	0.1%
2023-07-04	57	0.1%
2022-07-31	57	0.1%
Other values (26132)	59415	99.0%

Most occurring characters

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117355	20.6%
0	98915	17.4%
-	60000	10.5%
:	60000	10.5%
1	57871	10.2%
3	41938	7.4%
	30000	5.3%
5	24166	4.2%
4	24028	4.2%
7	14001	2.5%
Other values (3)	41726	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117355	20.6%
0	98915	17.4%
-	60000	10.5%
:	60000	10.5%
1	57871	10.2%
3	41938	7.4%
	30000	5.3%
5	24166	4.2%
4	24028	4.2%
7	14001	2.5%
Other values (3)	41726	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117355	20.6%
0	98915	17.4%
-	60000	10.5%
:	60000	10.5%
1	57871	10.2%
3	41938	7.4%
	30000	5.3%
5	24166	4.2%
4	24028	4.2%
7	14001	2.5%
Other values (3)	41726	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117355	20.6%
0	98915	17.4%
-	60000	10.5%
:	60000	10.5%
1	57871	10.2%
3	41938	7.4%
	30000	5.3%
5	24166	4.2%
4	24028	4.2%
7	14001	2.5%
Other values (3)	41726	7.3%

product_shelf_life
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	365	365
Distinct (%)	< 0.1%	1.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	181.876207	181.7763333

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	364	364
Zeros	2713	87
Zeros (%)	0.3%	0.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	18	18
Q1	91	90
median	182	183
Q3	273	273
95-th percentile	346	346
Maximum	364	364
Range	364	364
Interquartile range (IQR)	182	183

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	105.2288552	105.2746763
Coefficient of variation (CV)	0.5785740585	0.5791440192
Kurtosis	-1.198082782	-1.199467241
Mean	181.876207	181.7763333
Median Absolute Deviation (MAD)	91	91
Skewness	0.0006229204449	-0.002884577034
Sum	181876207	5453290
Variance	11073.11197	11082.75747
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
87	2893	0.3%
272	2874	0.3%
70	2870	0.3%
250	2870	0.3%
210	2862	0.3%
224	2859	0.3%
238	2857	0.3%
33	2848	0.3%
297	2847	0.3%
171	2845	0.3%
Other values (355)	971375	97.1%

Value	Count	Frequency (%)
59	110	0.4%
307	109	0.4%
291	108	0.4%
20	106	0.4%
121	104	0.3%
253	104	0.3%
177	103	0.3%
269	102	0.3%
67	101	0.3%
237	101	0.3%
Other values (355)	28952	96.5%

Value	Count	Frequency (%)
0	2713	0.3%
1	2788	0.3%
2	2776	0.3%
3	2725	0.3%
4	2788	0.3%

Value	Count	Frequency (%)
0	87	0.3%
1	84	0.3%
2	89	0.3%
3	81	0.3%
4	68	0.2%

Value	Count	Frequency (%)
0	87	< 0.1%
1	84	< 0.1%
2	89	< 0.1%
3	81	< 0.1%
4	68	< 0.1%

Value	Count	Frequency (%)
0	2713	9.0%
1	2788	9.3%
2	2776	9.3%
3	2725	9.1%
4	2788	9.3%

promotion_id
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	999	999
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.920037	504.7921333

	Full Dataset	Simple Random Sample
Minimum	1	1
Maximum	999	999
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	1	1
5-th percentile	50	51
Q1	250	259
median	500	505
Q3	750	754
95-th percentile	949	952
Maximum	999	999
Range	998	998
Interquartile range (IQR)	500	495

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	288.4530565	287.9883386
Coefficient of variation (CV)	0.57699839	0.570508769
Kurtosis	-1.200677574	-1.188711465
Mean	499.920037	504.7921333
Median Absolute Deviation (MAD)	250	248
Skewness	-0.0008935044332	-0.0185586277
Sum	499920037	15143764
Variance	83205.16579	82937.28317
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	1092	0.1%
94	1082	0.1%
374	1079	0.1%
117	1077	0.1%
29	1075	0.1%
603	1075	0.1%
512	1073	0.1%
949	1073	0.1%
885	1073	0.1%
51	1070	0.1%
Other values (989)	989231	98.9%

Value	Count	Frequency (%)
141	53	0.2%
754	50	0.2%
857	50	0.2%
394	47	0.2%
959	46	0.2%
762	46	0.2%
333	45	0.1%
691	45	0.1%
998	45	0.1%
400	44	0.1%
Other values (989)	29529	98.4%

Value	Count	Frequency (%)
1	1033	0.1%
2	995	0.1%
3	1036	0.1%
4	1024	0.1%
5	992	0.1%

Value	Count	Frequency (%)
1	31	0.1%
2	32	0.1%
3	23	0.1%
4	33	0.1%
5	29	0.1%

Value	Count	Frequency (%)
1	31	< 0.1%
2	32	< 0.1%
3	23	< 0.1%
4	33	< 0.1%
5	29	< 0.1%

Value	Count	Frequency (%)
1	1033	3.4%
2	995	3.3%
3	1036	3.5%
4	1024	3.4%
5	992	3.3%

promotion_type
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	20	20
Median length	10	10
Mean length	12.334064	12.32456667
Min length	7	7

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	12334064	369737
Distinct characters	20	20
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	20% Off	20% Off
2nd row	Flash Sale	20% Off
3rd row	Flash Sale	Buy One Get One Free
4th row	Buy One Get One Free	Flash Sale
5th row	Flash Sale	20% Off

Value	Count	Frequency (%)
one	667040	22.2%
20	333712	11.1%
off	333712	11.1%
buy	333520	11.1%
get	333520	11.1%
free	333520	11.1%
flash	332768	11.1%
sale	332768	11.1%

Value	Count	Frequency (%)
one	19954	22.2%
flash	10012	11.1%
sale	10012	11.1%
20	10011	11.1%
off	10011	11.1%
buy	9977	11.1%
get	9977	11.1%
free	9977	11.1%

Most occurring characters

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
	59931	16.2%
e	59897	16.2%
O	29965	8.1%
l	20024	5.4%
a	20024	5.4%
f	20022	5.4%
F	19989	5.4%
n	19954	5.4%
s	10012	2.7%
h	10012	2.7%
Other values (10)	99907	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	369737	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
	59931	16.2%
e	59897	16.2%
O	29965	8.1%
l	20024	5.4%
a	20024	5.4%
f	20022	5.4%
F	19989	5.4%
n	19954	5.4%
s	10012	2.7%
h	10012	2.7%
Other values (10)	99907	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	369737	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
	59931	16.2%
e	59897	16.2%
O	29965	8.1%
l	20024	5.4%
a	20024	5.4%
f	20022	5.4%
F	19989	5.4%
n	19954	5.4%
s	10012	2.7%
h	10012	2.7%
Other values (10)	99907	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	369737	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
	59931	16.2%
e	59897	16.2%
O	29965	8.1%
l	20024	5.4%
a	20024	5.4%
f	20022	5.4%
F	19989	5.4%
n	19954	5.4%
s	10012	2.7%
h	10012	2.7%
Other values (10)	99907	27.0%

promotion_start_date
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	984258	29982
Distinct (%)	98.4%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	968681	29964 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Simple Random Sample
1st row	2021-07-14 14:28:42	2021-02-17 01:32:19
2nd row	2021-09-23 04:26:09	2021-12-04 10:56:59
3rd row	2021-06-13 12:31:15	2021-10-28 00:30:15
4th row	2021-05-23 05:42:48	2021-01-07 01:30:47
5th row	2021-04-19 04:55:32	2021-02-20 20:32:57

Value	Count	Frequency (%)
2021-03-05	2885	0.1%
2021-02-07	2874	0.1%
2021-06-23	2871	0.1%
2021-05-15	2867	0.1%
2021-08-27	2863	0.1%
2021-11-04	2862	0.1%
2021-03-25	2858	0.1%
2021-09-06	2854	0.1%
2021-12-21	2851	0.1%
2021-08-06	2850	0.1%
Other values (86754)	1971365	98.6%

Value	Count	Frequency (%)
2021-04-14	111	0.2%
2021-01-20	111	0.2%
2021-12-05	111	0.2%
2021-05-26	108	0.2%
2021-09-14	106	0.2%
2021-06-05	106	0.2%
2021-09-10	104	0.2%
2021-05-03	102	0.2%
2021-06-08	101	0.2%
2021-11-29	100	0.2%
Other values (25741)	58940	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102386	18.0%
0	98882	17.3%
1	88284	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26705	4.7%
5	24123	4.2%
4	23870	4.2%
6	13992	2.5%
Other values (3)	41758	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102386	18.0%
0	98882	17.3%
1	88284	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26705	4.7%
5	24123	4.2%
4	23870	4.2%
6	13992	2.5%
Other values (3)	41758	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102386	18.0%
0	98882	17.3%
1	88284	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26705	4.7%
5	24123	4.2%
4	23870	4.2%
6	13992	2.5%
Other values (3)	41758	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102386	18.0%
0	98882	17.3%
1	88284	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26705	4.7%
5	24123	4.2%
4	23870	4.2%
6	13992	2.5%
Other values (3)	41758	7.3%

promotion_end_date
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	984252	29988
Distinct (%)	98.4%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	968676	29976 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Simple Random Sample
1st row	2022-12-30 13:04:13	2022-09-29 05:44:20
2nd row	2022-09-13 03:16:26	2022-10-12 00:25:34
3rd row	2022-03-13 00:53:35	2022-11-05 14:46:21
4th row	2022-02-06 00:42:30	2022-08-12 01:18:49
5th row	2022-12-04 13:07:09	2022-09-08 12:55:31

Value	Count	Frequency (%)
2022-08-06	2905	0.1%
2022-03-08	2896	0.1%
2022-09-28	2874	0.1%
2022-02-22	2873	0.1%
2022-09-16	2872	0.1%
2022-06-10	2865	0.1%
2022-07-13	2858	0.1%
2022-12-15	2854	0.1%
2022-12-31	2847	0.1%
2022-08-25	2842	0.1%
Other values (86755)	1971314	98.6%

Value	Count	Frequency (%)
2022-12-01	114	0.2%
2022-09-11	113	0.2%
2022-07-03	113	0.2%
2022-02-15	111	0.2%
2022-10-23	109	0.2%
2022-09-08	105	0.2%
2022-04-17	103	0.2%
2022-07-21	102	0.2%
2022-11-11	102	0.2%
2022-06-06	102	0.2%
Other values (25640)	58926	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132089	23.2%
0	99325	17.4%
-	60000	10.5%
:	60000	10.5%
1	58117	10.2%
	30000	5.3%
3	26712	4.7%
4	23940	4.2%
5	23864	4.2%
8	14141	2.5%
Other values (3)	41812	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132089	23.2%
0	99325	17.4%
-	60000	10.5%
:	60000	10.5%
1	58117	10.2%
	30000	5.3%
3	26712	4.7%
4	23940	4.2%
5	23864	4.2%
8	14141	2.5%
Other values (3)	41812	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132089	23.2%
0	99325	17.4%
-	60000	10.5%
:	60000	10.5%
1	58117	10.2%
	30000	5.3%
3	26712	4.7%
4	23940	4.2%
5	23864	4.2%
8	14141	2.5%
Other values (3)	41812	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132089	23.2%
0	99325	17.4%
-	60000	10.5%
:	60000	10.5%
1	58117	10.2%
	30000	5.3%
3	26712	4.7%
4	23940	4.2%
5	23864	4.2%
8	14141	2.5%
Other values (3)	41812	7.3%

promotion_effectiveness
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	4	4
Mean length	4.333407	4.3349
Min length	3	3

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	4333407	130047
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	High	Medium
2nd row	Low	High
3rd row	Low	Low
4th row	High	High
5th row	Medium	High

Value	Count	Frequency (%)
high	333660	33.4%
medium	333249	33.3%
low	333091	33.3%

Value	Count	Frequency (%)
high	10116	33.7%
medium	9977	33.3%
low	9907	33.0%

Most occurring characters

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20093	15.5%
H	10116	7.8%
g	10116	7.8%
h	10116	7.8%
M	9977	7.7%
e	9977	7.7%
d	9977	7.7%
u	9977	7.7%
m	9977	7.7%
L	9907	7.6%
Other values (2)	19814	15.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130047	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20093	15.5%
H	10116	7.8%
g	10116	7.8%
h	10116	7.8%
M	9977	7.7%
e	9977	7.7%
d	9977	7.7%
u	9977	7.7%
m	9977	7.7%
L	9907	7.6%
Other values (2)	19814	15.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130047	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20093	15.5%
H	10116	7.8%
g	10116	7.8%
h	10116	7.8%
M	9977	7.7%
e	9977	7.7%
d	9977	7.7%
u	9977	7.7%
m	9977	7.7%
L	9907	7.6%
Other values (2)	19814	15.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130047	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20093	15.5%
H	10116	7.8%
g	10116	7.8%
h	10116	7.8%
M	9977	7.7%
e	9977	7.7%
d	9977	7.7%
u	9977	7.7%
m	9977	7.7%
L	9907	7.6%
Other values (2)	19814	15.2%

promotion_channel
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	12	12
Median length	8	8
Mean length	8.665428	8.661933333
Min length	6	6

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	8665428	259858
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Online	In-store
2nd row	Social Media	Online
3rd row	Online	Social Media
4th row	Social Media	In-store
5th row	Online	Online

Value	Count	Frequency (%)
online	333694	25.0%
social	333204	25.0%
media	333204	25.0%
in-store	333102	25.0%

Value	Count	Frequency (%)
in-store	10076	25.2%
online	9973	25.0%
social	9951	24.9%
media	9951	24.9%

Most occurring characters

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30022	11.6%
e	30000	11.5%
i	29875	11.5%
o	20027	7.7%
l	19924	7.7%
a	19902	7.7%
I	10076	3.9%
t	10076	3.9%
-	10076	3.9%
s	10076	3.9%
Other values (7)	69804	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	259858	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30022	11.6%
e	30000	11.5%
i	29875	11.5%
o	20027	7.7%
l	19924	7.7%
a	19902	7.7%
I	10076	3.9%
t	10076	3.9%
-	10076	3.9%
s	10076	3.9%
Other values (7)	69804	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	259858	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30022	11.6%
e	30000	11.5%
i	29875	11.5%
o	20027	7.7%
l	19924	7.7%
a	19902	7.7%
I	10076	3.9%
t	10076	3.9%
-	10076	3.9%
s	10076	3.9%
Other values (7)	69804	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	259858	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30022	11.6%
e	30000	11.5%
i	29875	11.5%
o	20027	7.7%
l	19924	7.7%
a	19902	7.7%
I	10076	3.9%
t	10076	3.9%
-	10076	3.9%
s	10076	3.9%
Other values (7)	69804	26.9%

promotion_target_audience
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	19	19
Median length	13	19
Mean length	15.999292	16.02
Min length	13	13

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	15999292	480600
Distinct characters	15	15
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	New Customers	New Customers
2nd row	New Customers	Returning Customers
3rd row	New Customers	New Customers
4th row	Returning Customers	Returning Customers
5th row	New Customers	New Customers

Value	Count	Frequency (%)
customers	1000000	50.0%
new	500118	25.0%
returning	499882	25.0%

Value	Count	Frequency (%)
customers	30000	50.0%
returning	15100	25.2%
new	14900	24.8%

Most occurring characters

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45100	9.4%
r	45100	9.4%
u	45100	9.4%
n	30200	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75100	15.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480600	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45100	9.4%
r	45100	9.4%
u	45100	9.4%
n	30200	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75100	15.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480600	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45100	9.4%
r	45100	9.4%
u	45100	9.4%
n	30200	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75100	15.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480600	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45100	9.4%
r	45100	9.4%
u	45100	9.4%
n	30200	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75100	15.6%

customer_zip_code
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	89999	25515
Distinct (%)	9.0%	85.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	54993.64477	55071.13573

	Full Dataset	Simple Random Sample
Minimum	10000	10000
Maximum	99998	99998
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	10000	10000
5-th percentile	14491	14634.85
Q1	32477.75	32793
median	54966	55060.5
Q3	77493	77457.25
95-th percentile	95497	95560.1
Maximum	99998	99998
Range	89998	89998
Interquartile range (IQR)	45015.25	44664.25

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	25975.8078	25897.25074
Coefficient of variation (CV)	0.4723419934	0.4702508927
Kurtosis	-1.199859176	-1.184604656
Mean	54993.64477	55071.13573
Median Absolute Deviation (MAD)	22509	22332
Skewness	0.00079246458	0.001977937745
Sum	5.499364477 × 10¹⁰	1652134072
Variance	674742590.8	670667596.1
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41138	27	< 0.1%
28225	27	< 0.1%
19719	27	< 0.1%
25427	27	< 0.1%
95120	26	< 0.1%
38515	26	< 0.1%
54735	26	< 0.1%
21109	26	< 0.1%
17611	25	< 0.1%
82394	25	< 0.1%
Other values (89989)	999738	> 99.9%

Value	Count	Frequency (%)
18116	5	< 0.1%
55723	5	< 0.1%
50060	5	< 0.1%
80607	5	< 0.1%
63810	4	< 0.1%
16152	4	< 0.1%
31460	4	< 0.1%
70590	4	< 0.1%
67725	4	< 0.1%
84885	4	< 0.1%
Other values (25505)	29956	99.9%

Value	Count	Frequency (%)
10000	12	< 0.1%
10001	14	< 0.1%
10002	6	< 0.1%
10003	12	< 0.1%
10004	5	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
10006	1	< 0.1%
10007	1	< 0.1%
10009	1	< 0.1%
10011	1	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
10006	1	< 0.1%
10007	1	< 0.1%
10009	1	< 0.1%
10011	1	< 0.1%

Value	Count	Frequency (%)
10000	12	< 0.1%
10001	14	< 0.1%
10002	6	< 0.1%
10003	12	< 0.1%
10004	5	< 0.1%

customer_city
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	6	6
Mean length	6	6
Min length	6	6

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	6000000	180000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	City D	City B
2nd row	City A	City A
3rd row	City B	City D
4th row	City A	City D
5th row	City B	City C

Value	Count	Frequency (%)
city	1000000	50.0%
b	250788	12.5%
c	249955	12.5%
a	249698	12.5%
d	249559	12.5%

Value	Count	Frequency (%)
city	30000	50.0%
d	7579	12.6%
c	7503	12.5%
b	7480	12.5%
a	7438	12.4%

Most occurring characters

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37503	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7579	4.2%
B	7480	4.2%
A	7438	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37503	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7579	4.2%
B	7480	4.2%
A	7438	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37503	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7579	4.2%
B	7480	4.2%
A	7438	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37503	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7579	4.2%
B	7480	4.2%
A	7438	4.1%

customer_state
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	7000000	210000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	State Y	State X
2nd row	State X	State Y
3rd row	State X	State Y
4th row	State Y	State Y
5th row	State Z	State Z

Value	Count	Frequency (%)
state	1000000	50.0%
z	333674	16.7%
x	333196	16.7%
y	333130	16.7%

Value	Count	Frequency (%)
state	30000	50.0%
y	10136	16.9%
x	10063	16.8%
z	9801	16.3%

Most occurring characters

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Y	10136	4.8%
X	10063	4.8%
Z	9801	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Y	10136	4.8%
X	10063	4.8%
Z	9801	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Y	10136	4.8%
X	10063	4.8%
Z	9801	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Y	10136	4.8%
X	10063	4.8%
Z	9801	4.7%

store_zip_code
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	89999	25490
Distinct (%)	9.0%	85.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	54972.76671	54746.83927

	Full Dataset	Simple Random Sample
Minimum	10000	10000
Maximum	99998	99998
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	10000	10000
5-th percentile	14488	14340.95
Q1	32473	32161.5
median	54961	54635.5
Q3	77451	77232.75
95-th percentile	95470	95500.25
Maximum	99998	99998
Range	89998	89998
Interquartile range (IQR)	44978	45071.25

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	25981.48314	26022.16761
Coefficient of variation (CV)	0.4726246229	0.4753181728
Kurtosis	-1.200166165	-1.19622933
Mean	54972.76671	54746.83927
Median Absolute Deviation (MAD)	22489.5	22554
Skewness	-0.0001039626203	0.01267849452
Sum	5.497276671 × 10¹⁰	1642405178
Variance	675037466.1	677153207.1
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20956	28	< 0.1%
29159	27	< 0.1%
59836	26	< 0.1%
54696	26	< 0.1%
92910	26	< 0.1%
43369	26	< 0.1%
26386	26	< 0.1%
90024	26	< 0.1%
27134	26	< 0.1%
20477	26	< 0.1%
Other values (89989)	999737	> 99.9%

Value	Count	Frequency (%)
73917	4	< 0.1%
34041	4	< 0.1%
52908	4	< 0.1%
43913	4	< 0.1%
55324	4	< 0.1%
94397	4	< 0.1%
18531	4	< 0.1%
14972	4	< 0.1%
15442	4	< 0.1%
63051	4	< 0.1%
Other values (25480)	29960	99.9%

Value	Count	Frequency (%)
10000	11	< 0.1%
10001	6	< 0.1%
10002	15	< 0.1%
10003	8	< 0.1%
10004	14	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
10001	1	< 0.1%
10007	1	< 0.1%
10011	1	< 0.1%
10012	1	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
10001	1	< 0.1%
10007	1	< 0.1%
10011	1	< 0.1%
10012	1	< 0.1%

Value	Count	Frequency (%)
10000	11	< 0.1%
10001	6	< 0.1%
10002	15	0.1%
10003	8	< 0.1%
10004	14	< 0.1%

store_city
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	6	6
Mean length	6	6
Min length	6	6

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	6000000	180000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	City D	City C
2nd row	City C	City A
3rd row	City A	City A
4th row	City B	City C
5th row	City C	City A

Value	Count	Frequency (%)
city	1000000	50.0%
d	250315	12.5%
c	250177	12.5%
b	249965	12.5%
a	249543	12.5%

Value	Count	Frequency (%)
city	30000	50.0%
c	7582	12.6%
d	7533	12.6%
b	7469	12.4%
a	7416	12.4%

Most occurring characters

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37582	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7533	4.2%
B	7469	4.1%
A	7416	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37582	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7533	4.2%
B	7469	4.1%
A	7416	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37582	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7533	4.2%
B	7469	4.1%
A	7416	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37582	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7533	4.2%
B	7469	4.1%
A	7416	4.1%

store_state
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	7000000	210000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	State Y	State Z
2nd row	State X	State Y
3rd row	State Y	State X
4th row	State Z	State Y
5th row	State X	State Z

Value	Count	Frequency (%)
state	1000000	50.0%
x	333702	16.7%
z	333602	16.7%
y	332696	16.6%

Value	Count	Frequency (%)
state	30000	50.0%
x	10033	16.7%
z	10016	16.7%
y	9951	16.6%

Most occurring characters

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10033	4.8%
Z	10016	4.8%
Y	9951	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10033	4.8%
Z	10016	4.8%
Y	9951	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10033	4.8%
Z	10016	4.8%
Y	9951	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10033	4.8%
Z	10016	4.8%
Y	9951	4.7%

distance_to_store
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	10001	9504
Distinct (%)	1.0%	31.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.97910924	50.04898367

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	100	100
Zeros	62	2
Zeros (%)	< 0.1%	< 0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	5.03	4.93
Q1	24.97	25.1275
median	49.96	50.01
Q3	74.95	75.02
95-th percentile	94.98	94.99
Maximum	100	100
Range	100	100
Interquartile range (IQR)	49.98	49.8925

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	28.86098911	28.89155462
Coefficient of variation (CV)	0.5774610543	0.5772655608
Kurtosis	-1.200199633	-1.203311878
Mean	49.97910924	50.04898367
Median Absolute Deviation (MAD)	24.99	24.94
Skewness	0.001218286468	-0.001316464469
Sum	49979109.24	1501469.51
Variance	832.9566927	834.7219286
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.05	139	< 0.1%
0.01	138	< 0.1%
9.68	138	< 0.1%
30.79	136	< 0.1%
31.27	135	< 0.1%
22.61	134	< 0.1%
40.84	134	< 0.1%
78.41	134	< 0.1%
82.37	133	< 0.1%
89.9	133	< 0.1%
Other values (9991)	998646	99.9%

Value	Count	Frequency (%)
30.13	14	< 0.1%
29.63	11	< 0.1%
4.33	11	< 0.1%
87.31	11	< 0.1%
44.66	10	< 0.1%
94.47	10	< 0.1%
71.65	10	< 0.1%
88.95	10	< 0.1%
92.22	10	< 0.1%
94.42	10	< 0.1%
Other values (9494)	29893	99.6%

Value	Count	Frequency (%)
0	62	< 0.1%
0.01	138	< 0.1%
0.02	88	< 0.1%
0.03	113	< 0.1%
0.04	86	< 0.1%

Value	Count	Frequency (%)
0	2	< 0.1%
0.01	4	< 0.1%
0.02	2	< 0.1%
0.03	6	< 0.1%
0.04	2	< 0.1%

Value	Count	Frequency (%)
0	2	< 0.1%
0.01	4	< 0.1%
0.02	2	< 0.1%
0.03	6	< 0.1%
0.04	2	< 0.1%

Value	Count	Frequency (%)
0	62	0.2%
0.01	138	0.5%
0.02	88	0.3%
0.03	113	0.4%
0.04	86	0.3%

holiday_season
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	3	3
Median length	3	3
Mean length	2.500214	2.5043
Min length	2	2

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	2500214	75129
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	No	Yes
2nd row	No	No
3rd row	Yes	Yes
4th row	Yes	No
5th row	Yes	Yes

Value	Count	Frequency (%)
yes	500214	50.0%
no	499786	50.0%

Value	Count	Frequency (%)
yes	15129	50.4%
no	14871	49.6%

Most occurring characters

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15129	20.1%
e	15129	20.1%
s	15129	20.1%
N	14871	19.8%
o	14871	19.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	75129	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15129	20.1%
e	15129	20.1%
s	15129	20.1%
N	14871	19.8%
o	14871	19.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	75129	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15129	20.1%
e	15129	20.1%
s	15129	20.1%
N	14871	19.8%
o	14871	19.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	75129	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15129	20.1%
e	15129	20.1%
s	15129	20.1%
N	14871	19.8%
o	14871	19.8%

season
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	6	6
Mean length	5.500322	5.501533333
Min length	4	4

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	5500322	165046
Distinct characters	14	14
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Spring	Summer
2nd row	Summer	Winter
3rd row	Winter	Spring
4th row	Winter	Summer
5th row	Summer	Spring

Value	Count	Frequency (%)
winter	250307	25.0%
spring	250169	25.0%
fall	249839	25.0%
summer	249685	25.0%

Value	Count	Frequency (%)
winter	7567	25.2%
summer	7535	25.1%
fall	7477	24.9%
spring	7421	24.7%

Most occurring characters

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22523	13.6%
e	15102	9.2%
m	15070	9.1%
n	14988	9.1%
i	14988	9.1%
S	14956	9.1%
l	14954	9.1%
W	7567	4.6%
t	7567	4.6%
u	7535	4.6%
Other values (4)	29796	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	165046	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22523	13.6%
e	15102	9.2%
m	15070	9.1%
n	14988	9.1%
i	14988	9.1%
S	14956	9.1%
l	14954	9.1%
W	7567	4.6%
t	7567	4.6%
u	7535	4.6%
Other values (4)	29796	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	165046	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22523	13.6%
e	15102	9.2%
m	15070	9.1%
n	14988	9.1%
i	14988	9.1%
S	14956	9.1%
l	14954	9.1%
W	7567	4.6%
t	7567	4.6%
u	7535	4.6%
Other values (4)	29796	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	165046	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22523	13.6%
e	15102	9.2%
m	15070	9.1%
n	14988	9.1%
i	14988	9.1%
S	14956	9.1%
l	14954	9.1%
W	7567	4.6%
t	7567	4.6%
u	7535	4.6%
Other values (4)	29796	18.1%

weekend
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	3	3
Median length	2	2
Mean length	2.499333	2.496766667
Min length	2	2

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	2499333	74903
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	Yes	Yes
2nd row	Yes	Yes
3rd row	Yes	Yes
4th row	No	Yes
5th row	Yes	No

Value	Count	Frequency (%)
no	500667	50.1%
yes	499333	49.9%

Value	Count	Frequency (%)
no	15097	50.3%
yes	14903	49.7%

Most occurring characters

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15097	20.2%
o	15097	20.2%
Y	14903	19.9%
e	14903	19.9%
s	14903	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	74903	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15097	20.2%
o	15097	20.2%
Y	14903	19.9%
e	14903	19.9%
s	14903	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	74903	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15097	20.2%
o	15097	20.2%
Y	14903	19.9%
e	14903	19.9%
s	14903	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	74903	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15097	20.2%
o	15097	20.2%
Y	14903	19.9%
e	14903	19.9%
s	14903	19.9%

customer_support_calls
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	20	20
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	9.496269	9.477766667

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	19	19
Zeros	49755	1519
Zeros (%)	5.0%	5.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	1	0
Q1	4	4
median	9	9
Q3	14	14
95-th percentile	18	18
Maximum	19	19
Range	19	19
Interquartile range (IQR)	10	10

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	5.761232791	5.755433072
Coefficient of variation (CV)	0.606683824	0.6072562529
Kurtosis	-1.204539564	-1.200263937
Mean	9.496269	9.477766667
Median Absolute Deviation (MAD)	5	5
Skewness	0.001572025506	0.004708694951
Sum	9496269	284333
Variance	33.19180327	33.12500985
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3	50608	5.1%
8	50350	5.0%
4	50334	5.0%
12	50312	5.0%
2	50158	5.0%
11	50151	5.0%
16	50087	5.0%
13	50074	5.0%
9	50053	5.0%
7	50050	5.0%
Other values (10)	497823	49.8%

Value	Count	Frequency (%)
7	1560	5.2%
17	1550	5.2%
3	1549	5.2%
12	1541	5.1%
10	1524	5.1%
9	1523	5.1%
0	1519	5.1%
13	1516	5.1%
6	1506	5.0%
16	1499	5.0%
Other values (10)	14713	49.0%

Value	Count	Frequency (%)
0	49755	5.0%
1	49530	5.0%
2	50158	5.0%
3	50608	5.1%
4	50334	5.0%

Value	Count	Frequency (%)
0	1519	5.1%
1	1474	4.9%
2	1484	4.9%
3	1549	5.2%
4	1487	5.0%

Value	Count	Frequency (%)
0	1519	0.2%
1	1474	0.1%
2	1484	0.1%
3	1549	0.2%
4	1487	0.1%

Value	Count	Frequency (%)
0	49755	165.9%
1	49530	165.1%
2	50158	167.2%
3	50608	168.7%
4	50334	167.8%

email_subscriptions
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	3	3
Median length	2	2
Mean length	2.499938	2.4956
Min length	2	2

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	2499938	74868
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	No	Yes
2nd row	No	Yes
3rd row	Yes	Yes
4th row	No	Yes
5th row	No	No

Value	Count	Frequency (%)
no	500062	50.0%
yes	499938	50.0%

Value	Count	Frequency (%)
no	15132	50.4%
yes	14868	49.6%

Most occurring characters

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15132	20.2%
o	15132	20.2%
Y	14868	19.9%
e	14868	19.9%
s	14868	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	74868	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15132	20.2%
o	15132	20.2%
Y	14868	19.9%
e	14868	19.9%
s	14868	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	74868	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15132	20.2%
o	15132	20.2%
Y	14868	19.9%
e	14868	19.9%
s	14868	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	74868	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15132	20.2%
o	15132	20.2%
Y	14868	19.9%
e	14868	19.9%
s	14868	19.9%

app_usage
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	4	4
Mean length	4.334299	4.3401
Min length	3	3

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	4334299	130203
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	High	Low
2nd row	High	Medium
3rd row	Low	Medium
4th row	Low	Low
5th row	Medium	Low

Value	Count	Frequency (%)
medium	333822	33.4%
low	333345	33.3%
high	332833	33.3%

Value	Count	Frequency (%)
medium	10086	33.6%
low	9969	33.2%
high	9945	33.1%

Most occurring characters

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	20031	15.4%
M	10086	7.7%
e	10086	7.7%
d	10086	7.7%
u	10086	7.7%
m	10086	7.7%
L	9969	7.7%
o	9969	7.7%
w	9969	7.7%
H	9945	7.6%
Other values (2)	19890	15.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	130203	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	20031	15.4%
M	10086	7.7%
e	10086	7.7%
d	10086	7.7%
u	10086	7.7%
m	10086	7.7%
L	9969	7.7%
o	9969	7.7%
w	9969	7.7%
H	9945	7.6%
Other values (2)	19890	15.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	130203	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	20031	15.4%
M	10086	7.7%
e	10086	7.7%
d	10086	7.7%
u	10086	7.7%
m	10086	7.7%
L	9969	7.7%
o	9969	7.7%
w	9969	7.7%
H	9945	7.6%
Other values (2)	19890	15.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	130203	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	20031	15.4%
M	10086	7.7%
e	10086	7.7%
d	10086	7.7%
u	10086	7.7%
m	10086	7.7%
L	9969	7.7%
o	9969	7.7%
w	9969	7.7%
H	9945	7.6%
Other values (2)	19890	15.3%

website_visits
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.512951	49.65466667

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	99	99
Zeros	10111	284
Zeros (%)	1.0%	0.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	4	5
Q1	25	24
median	50	50
Q3	75	75
95-th percentile	95	95
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	51

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	28.86977699	28.88947037
Coefficient of variation (CV)	0.5830752644	0.5818077597
Kurtosis	-1.199464505	-1.200698234
Mean	49.512951	49.65466667
Median Absolute Deviation (MAD)	25	25
Skewness	-0.0006306812576	-0.005383316675
Sum	49512951	1489640
Variance	833.4640237	834.6014983
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	10304	1.0%
95	10250	1.0%
50	10235	1.0%
62	10177	1.0%
45	10175	1.0%
13	10166	1.0%
38	10160	1.0%
84	10147	1.0%
98	10136	1.0%
93	10132	1.0%
Other values (90)	898118	89.8%

Value	Count	Frequency (%)
43	334	1.1%
21	333	1.1%
84	332	1.1%
55	330	1.1%
13	329	1.1%
66	327	1.1%
50	327	1.1%
89	325	1.1%
22	324	1.1%
1	323	1.1%
Other values (90)	26716	89.1%

Value	Count	Frequency (%)
0	10111	1.0%
1	9997	1.0%
2	9933	1.0%
3	10007	1.0%
4	9969	1.0%

Value	Count	Frequency (%)
0	284	0.9%
1	323	1.1%
2	294	1.0%
3	309	1.0%
4	264	0.9%

Value	Count	Frequency (%)
0	284	< 0.1%
1	323	< 0.1%
2	294	< 0.1%
3	309	< 0.1%
4	264	< 0.1%

Value	Count	Frequency (%)
0	10111	33.7%
1	9997	33.3%
2	9933	33.1%
3	10007	33.4%
4	9969	33.2%

social_media_engagement
['Text', 'Text']

	Full Dataset	Simple Random Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Simple Random Sample
Max length	6	6
Median length	4	4
Mean length	4.332057	4.341566667
Min length	3	3

Characters and Unicode

	Full Dataset	Simple Random Sample
Total characters	4332057	130247
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Simple Random Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Simple Random Sample
1st row	High	High
2nd row	Medium	High
3rd row	Medium	Low
4th row	Low	Low
5th row	Low	Low

Value	Count	Frequency (%)
low	334073	33.4%
medium	333065	33.3%
high	332862	33.3%

Value	Count	Frequency (%)
medium	10113	33.7%
low	9979	33.3%
high	9908	33.0%

Most occurring characters

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20021	15.4%
M	10113	7.8%
e	10113	7.8%
d	10113	7.8%
u	10113	7.8%
m	10113	7.8%
L	9979	7.7%
o	9979	7.7%
w	9979	7.7%
H	9908	7.6%
Other values (2)	19816	15.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	130247	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20021	15.4%
M	10113	7.8%
e	10113	7.8%
d	10113	7.8%
u	10113	7.8%
m	10113	7.8%
L	9979	7.7%
o	9979	7.7%
w	9979	7.7%
H	9908	7.6%
Other values (2)	19816	15.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	130247	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20021	15.4%
M	10113	7.8%
e	10113	7.8%
d	10113	7.8%
u	10113	7.8%
m	10113	7.8%
L	9979	7.7%
o	9979	7.7%
w	9979	7.7%
H	9908	7.6%
Other values (2)	19816	15.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	130247	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20021	15.4%
M	10113	7.8%
e	10113	7.8%
d	10113	7.8%
u	10113	7.8%
m	10113	7.8%
L	9979	7.7%
o	9979	7.7%
w	9979	7.7%
H	9908	7.6%
Other values (2)	19816	15.2%

days_since_last_purchase
Real number (ℝ)

	Full Dataset	Simple Random Sample
Distinct	365	365
Distinct (%)	< 0.1%	1.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	182.027559	181.8529

	Full Dataset	Simple Random Sample
Minimum	0	0
Maximum	364	364
Zeros	2768	85
Zeros (%)	0.3%	0.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Simple Random Sample
Minimum	0	0
5-th percentile	18	17
Q1	91	90
median	182	182
Q3	273	273
95-th percentile	346	346
Maximum	364	364
Range	364	364
Interquartile range (IQR)	182	183

Descriptive statistics

	Full Dataset	Simple Random Sample
Standard deviation	105.3645979	105.4297149
Coefficient of variation (CV)	0.5788387123	0.579752728
Kurtosis	-1.199912738	-1.200899883
Mean	182.027559	181.8529
Median Absolute Deviation (MAD)	91	91
Skewness	-0.0005543132091	-0.001491041616
Sum	182027559	5455587
Variance	11101.69848	11115.42478
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	2916	0.3%
72	2890	0.3%
98	2888	0.3%
252	2869	0.3%
364	2867	0.3%
6	2862	0.3%
325	2857	0.3%
136	2843	0.3%
267	2833	0.3%
239	2832	0.3%
Other values (355)	971343	97.1%

Value	Count	Frequency (%)
193	103	0.3%
57	103	0.3%
158	103	0.3%
21	102	0.3%
260	101	0.3%
118	101	0.3%
219	100	0.3%
208	100	0.3%
129	99	0.3%
6	98	0.3%
Other values (355)	28990	96.6%

Value	Count	Frequency (%)
0	2768	0.3%
1	2752	0.3%
2	2701	0.3%
3	2709	0.3%
4	2786	0.3%

Value	Count	Frequency (%)
0	85	0.3%
1	90	0.3%
2	80	0.3%
3	90	0.3%
4	84	0.3%

Value	Count	Frequency (%)
0	85	< 0.1%
1	90	< 0.1%
2	80	< 0.1%
3	90	< 0.1%
4	84	< 0.1%

Value	Count	Frequency (%)
0	2768	9.2%
1	2752	9.2%
2	2701	9.0%
3	2709	9.0%
4	2786	9.3%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks